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