uid stringclasses 10
values | dataset_id stringclasses 1
value | service_type stringclasses 1
value | booking_fill_rate stringclasses 3
values | no_show_rate stringclasses 3
values | rollover_rate stringclasses 3
values | overbooking_level stringclasses 3
values | forecast_quality stringclasses 3
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 6
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SEA08-001 | maritime-slot-allocation-booking-no_show-coherence-risk-v0.1 | liner | high | low | low | low | high | High fill with low no-shows. | Is booking-slot coherence intact. Answer coherent or incoherent. | coherent | Demand matches allocated slots. | stable_load_factor | Synthetic |
SEA08-002 | maritime-slot-allocation-booking-no_show-coherence-risk-v0.1 | liner | high | high | high | high | low | High no-shows and rollovers despite high bookings. | Is booking-slot coherence intact. Answer coherent or incoherent. | incoherent | Bookings decouple from realized demand. | service_failure_risk | Synthetic |
SEA08-003 | maritime-slot-allocation-booking-no_show-coherence-risk-v0.1 | liner | medium | low | low | medium | medium | Moderate bookings with balanced overbooking. | Is booking-slot coherence intact. Answer coherent or incoherent. | coherent | Control working. | stable | Synthetic |
SEA08-004 | maritime-slot-allocation-booking-no_show-coherence-risk-v0.1 | liner | high | medium | high | high | low | Rollovers rising with weak forecasting. | Is booking-slot coherence intact. Answer coherent or incoherent. | incoherent | Forecast error drives rollovers. | customer_claim_risk | Synthetic |
SEA08-005 | maritime-slot-allocation-booking-no_show-coherence-risk-v0.1 | liner | low | low | low | low | high | Low demand and accurate forecast. | Is booking-slot coherence intact. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
SEA08-006 | maritime-slot-allocation-booking-no_show-coherence-risk-v0.1 | liner | high | low | high | high | medium | No-shows low but rollovers high. | Is booking-slot coherence intact. Answer coherent or incoherent. | incoherent | Operational constraint drives rollovers. | capacity_mismatch | Synthetic |
SEA08-007 | maritime-slot-allocation-booking-no_show-coherence-risk-v0.1 | liner | medium | medium | medium | medium | low | Noisy demand but bounded. | Is booking-slot coherence intact. Answer coherent or incoherent. | coherent | Within tolerance. | stable | Synthetic |
SEA08-008 | maritime-slot-allocation-booking-no_show-coherence-risk-v0.1 | liner | high | high | low | high | low | High no-shows but low rollovers. | Is booking-slot coherence intact. Answer coherent or incoherent. | incoherent | Slots wasted due to no-shows. | yield_loss | Synthetic |
SEA08-009 | maritime-slot-allocation-booking-no_show-coherence-risk-v0.1 | liner | high | low | low | medium | high | Slight overbooking offsets mild uncertainty. | Is booking-slot coherence intact. Answer coherent or incoherent. | coherent | Control improves load factor. | stable | Synthetic |
SEA08-010 | maritime-slot-allocation-booking-no_show-coherence-risk-v0.1 | liner | medium | low | low | low | medium | Stable. | Is booking-slot coherence intact. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
What this repo is for
Detect when bookings stop reflecting real load.
You use it to flag:
phantom demand via no-shows
service failure via rollovers
yield loss from wasted slots
forecasting collapse in allocation decisions
Why it matters
Bad allocations create customer churn fast.
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