uid stringclasses 10
values | dataset_id stringclasses 1
value | invoice_basis stringclasses 2
values | free_time_terms stringclasses 2
values | container_event_timeline stringclasses 8
values | port_release_status stringclasses 2
values | appointment_availability stringclasses 2
values | dispute_signal stringclasses 3
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 6
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
SEA13-001 | maritime-demurrage-detention-invoice-event-coherence-risk-v0.1 | demurrage | clear | discharge_day=0;available_day=1;pickup_day=2 | released | available | none | Is invoice-event coherence intact. Answer coherent or incoherent. | coherent | Charges match timeline and free time. | invoice_valid | Synthetic |
SEA13-002 | maritime-demurrage-detention-invoice-event-coherence-risk-v0.1 | demurrage | clear | discharge_day=0;available_day=4;pickup_day=5 | held | unavailable | high | Is invoice-event coherence intact. Answer coherent or incoherent. | incoherent | Availability delay breaks charge basis. | invoice_dispute_likely | Synthetic |
SEA13-003 | maritime-demurrage-detention-invoice-event-coherence-risk-v0.1 | detention | clear | gate_out_day=2;return_empty_day=6 | released | available | none | Is invoice-event coherence intact. Answer coherent or incoherent. | coherent | Detention aligns with gate-out and return. | invoice_valid | Synthetic |
SEA13-004 | maritime-demurrage-detention-invoice-event-coherence-risk-v0.1 | detention | clear | gate_out_day=2;return_empty_day=3 | released | available | none | Is invoice-event coherence intact. Answer coherent or incoherent. | coherent | Return within free time. | no_charge_expected | Synthetic |
SEA13-005 | maritime-demurrage-detention-invoice-event-coherence-risk-v0.1 | demurrage | ambiguous | discharge_day=0;available_day=1;pickup_day=4 | released | available | medium | Is invoice-event coherence intact. Answer coherent or incoherent. | incoherent | Free time terms unclear so billing basis weak. | dispute_risk | Synthetic |
SEA13-006 | maritime-demurrage-detention-invoice-event-coherence-risk-v0.1 | demurrage | clear | discharge_day=0;available_day=1;pickup_day=4 | released | unavailable | high | Is invoice-event coherence intact. Answer coherent or incoherent. | incoherent | Appointment scarcity breaks pickup responsibility. | dispute_risk | Synthetic |
SEA13-007 | maritime-demurrage-detention-invoice-event-coherence-risk-v0.1 | detention | clear | gate_out_day=1;return_empty_day=10 | released | available | high | Is invoice-event coherence intact. Answer coherent or incoherent. | incoherent | Long return cycle exceeds free time. | invoice_valid_but_cost_spike | Synthetic |
SEA13-008 | maritime-demurrage-detention-invoice-event-coherence-risk-v0.1 | demurrage | clear | discharge_day=0;available_day=1;pickup_day=2 | released | available | none | Is invoice-event coherence intact. Answer coherent or incoherent. | coherent | Short dwell supports charges if any. | low_charge_expected | Synthetic |
SEA13-009 | maritime-demurrage-detention-invoice-event-coherence-risk-v0.1 | demurrage | clear | discharge_day=0;available_day=3;pickup_day=3 | held | unavailable | high | Is invoice-event coherence intact. Answer coherent or incoherent. | incoherent | Hold blocks availability so demurrage basis fails. | invoice_dispute_likely | Synthetic |
SEA13-010 | maritime-demurrage-detention-invoice-event-coherence-risk-v0.1 | detention | clear | gate_out_day=3;return_empty_day=5 | released | available | none | Is invoice-event coherence intact. Answer coherent or incoherent. | coherent | Return cycle plausible under terms. | invoice_valid | Synthetic |
What this repo is for
Catch billing that does not match the container event record.
You use it to flag
charges while customs or terminal holds block pickup
charges when appointment scarcity blocks pickup
weak billing when free time terms are unclear
long return cycles that drive cost spikes
Why it matters
This is daily friction for shippers and forwarders. It drives disputes, cashflow drag, and churn.
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