uid stringclasses 10
values | dataset_id stringclasses 1
value | region stringclasses 4
values | crew_duty_time_signal stringclasses 3
values | legal_limit_margin_signal stringclasses 3
values | delay_accumulation_signal stringclasses 3
values | crew_swap_signal stringclasses 2
values | flight_cancellation_signal stringclasses 2
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 9
values | outcome_signal stringclasses 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
AVOPS07-001 | aviation-crew-duty-schedule-coherence-risk-v0.1 | europe | low | high | low | no | no | Crew duty within limits and schedule stable. | Is crew duty vs schedule pressure coherent. Answer coherent or incoherent. | coherent | Baseline coherent. | stable | Synthetic |
AVOPS07-002 | aviation-crew-duty-schedule-coherence-risk-v0.1 | usa | high | low | high | yes | no | Duty time near limit and delays building but swap executed. | Is crew duty vs schedule pressure coherent. Answer coherent or incoherent. | coherent | Mitigation applied. | stable | Synthetic |
AVOPS07-003 | aviation-crew-duty-schedule-coherence-risk-v0.1 | asia | high | low | high | no | yes | Duty limit exceeded and no crew swap; cancellation occurs. | Is crew duty vs schedule pressure coherent. Answer coherent or incoherent. | incoherent | Under-response to duty pressure. | ops_failure | Synthetic |
AVOPS07-004 | aviation-crew-duty-schedule-coherence-risk-v0.1 | atlantic | moderate | moderate | low | no | no | Moderate duty load and low delay. | Is crew duty vs schedule pressure coherent. Answer coherent or incoherent. | coherent | Within tolerance. | stable | Synthetic |
AVOPS07-005 | aviation-crew-duty-schedule-coherence-risk-v0.1 | usa | low | high | high | no | no | Delays rising but crew still within limits. | Is crew duty vs schedule pressure coherent. Answer coherent or incoherent. | coherent | No breach yet. | stable | Synthetic |
AVOPS07-006 | aviation-crew-duty-schedule-coherence-risk-v0.1 | europe | high | low | moderate | no | no | Crew near limit but no mitigation. | Is crew duty vs schedule pressure coherent. Answer coherent or incoherent. | incoherent | Risk building. | risk | Synthetic |
AVOPS07-007 | aviation-crew-duty-schedule-coherence-risk-v0.1 | asia | high | low | high | yes | no | Swap executed before breach. | Is crew duty vs schedule pressure coherent. Answer coherent or incoherent. | coherent | Proper mitigation. | stable | Synthetic |
AVOPS07-008 | aviation-crew-duty-schedule-coherence-risk-v0.1 | atlantic | low | high | low | no | no | Baseline. | Is crew duty vs schedule pressure coherent. Answer coherent or incoherent. | coherent | Baseline coherent. | stable | Synthetic |
AVOPS07-009 | aviation-crew-duty-schedule-coherence-risk-v0.1 | usa | high | low | high | no | yes | Delay cascade causes cancellation. | Is crew duty vs schedule pressure coherent. Answer coherent or incoherent. | incoherent | Crew scheduling mismatch. | ops_failure | Synthetic |
AVOPS07-010 | aviation-crew-duty-schedule-coherence-risk-v0.1 | europe | moderate | moderate | moderate | yes | no | Swap executed under pressure. | Is crew duty vs schedule pressure coherent. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
What this repo is for
Detect when crew duty limits and schedule pressure fall out of alignment.
Flags
duty limits exceeded without swap
delay cascade with no crew mitigation
cancellations caused by crew timing drift
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