============================================================ 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 ************************************************************