uid stringclasses 10
values | dataset_id stringclasses 1
value | on_dock_rail_capacity stringclasses 3
values | rail_departure_reliability stringclasses 2
values | intermodal_demand stringclasses 3
values | yard_utilization stringclasses 3
values | import_dwell_time_trend stringclasses 3
values | train_build_cycle_time stringclasses 3
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 8
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SEA05-001 | maritime-rail-drain-yard-flow-coherence-risk-v0.1 | adequate | high | medium | medium | stable | normal | Rail capacity and reliability match demand. | Is rail-yard coherence intact. Answer coherent or incoherent. | coherent | Rail drain supports yard flow. | stable_dwell | Synthetic |
SEA05-002 | maritime-rail-drain-yard-flow-coherence-risk-v0.1 | low | low | high | high | upward | slow | High intermodal demand with weak rail drain. | Is rail-yard coherence intact. Answer coherent or incoherent. | incoherent | Rail bottleneck saturates yard. | dwell_spike | Synthetic |
SEA05-003 | maritime-rail-drain-yard-flow-coherence-risk-v0.1 | adequate | high | high | high | stable | fast | High demand but strong rail performance holds dwell. | Is rail-yard coherence intact. Answer coherent or incoherent. | coherent | Drain offsets load. | stable_throughput | Synthetic |
SEA05-004 | maritime-rail-drain-yard-flow-coherence-risk-v0.1 | adequate | low | medium | high | upward | slow | Rail reliability falls while yard saturates. | Is rail-yard coherence intact. Answer coherent or incoherent. | incoherent | Reliability drop drives dwell increase. | yard_gridlock_risk | Synthetic |
SEA05-005 | maritime-rail-drain-yard-flow-coherence-risk-v0.1 | high | high | low | low | stable | normal | Low demand and strong rail. | Is rail-yard coherence intact. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
SEA05-006 | maritime-rail-drain-yard-flow-coherence-risk-v0.1 | low | high | high | medium | upward | slow | Capacity low even though departures reliable. | Is rail-yard coherence intact. Answer coherent or incoherent. | incoherent | Capacity shortfall creates backlog. | intermodal_delay | Synthetic |
SEA05-007 | maritime-rail-drain-yard-flow-coherence-risk-v0.1 | adequate | high | medium | medium | stable | normal | Balanced. | Is rail-yard coherence intact. Answer coherent or incoherent. | coherent | Within capacity. | stable | Synthetic |
SEA05-008 | maritime-rail-drain-yard-flow-coherence-risk-v0.1 | adequate | high | high | medium | stable | slow | Train build cycle slow despite adequate capacity. | Is rail-yard coherence intact. Answer coherent or incoherent. | incoherent | Operational cycle-time mismatch. | latent_backlog_risk | Synthetic |
SEA05-009 | maritime-rail-drain-yard-flow-coherence-risk-v0.1 | high | high | medium | medium | downward | fast | Improving rail drain reduces dwell. | Is rail-yard coherence intact. Answer coherent or incoherent. | coherent | Recovery supported by rail. | recovery | Synthetic |
SEA05-010 | maritime-rail-drain-yard-flow-coherence-risk-v0.1 | adequate | high | high | high | stable | normal | High load but coherent. | Is rail-yard coherence intact. Answer coherent or incoherent. | coherent | Drain matches demand. | stable | Synthetic |
What this repo is for
Detect when rail stop draining the yard.
You use it to flag:
weak departures that drive yard saturation
capacity shortfall even when trains leave on time
slow train build cycles that create hidden backlog
Why it matters
Rail is the yard release valve. When it sticks, the port clogs.
- Downloads last month
- 11