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uid
stringclasses
10 values
dataset_id
stringclasses
1 value
vessel_queue_length
stringclasses
3 values
pilot_availability
stringclasses
2 values
tug_availability
stringclasses
2 values
berth_ready_rate
stringclasses
2 values
weather_constraint
stringclasses
3 values
movement_delay_trend
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
8 values
source_citation
stringclasses
1 value
SEA10-001
maritime-pilot-tug-availability-queue-coherence-risk-v0.1
short
adequate
adequate
high
none
stable
Queue short and services available.
Is movement coherence intact. Answer coherent or incoherent.
coherent
Queue matches support capacity.
stable_movements
Synthetic
SEA10-002
maritime-pilot-tug-availability-queue-coherence-risk-v0.1
long
low
low
medium
none
upward
Long queue with low pilot and tug availability.
Is movement coherence intact. Answer coherent or incoherent.
incoherent
Service shortage drives delay.
anchorage_growth
Synthetic
SEA10-003
maritime-pilot-tug-availability-queue-coherence-risk-v0.1
medium
adequate
adequate
high
minor
stable
Weather minor and capacity adequate.
Is movement coherence intact. Answer coherent or incoherent.
coherent
Within tolerance.
stable
Synthetic
SEA10-004
maritime-pilot-tug-availability-queue-coherence-risk-v0.1
medium
low
adequate
high
none
upward
Pilot shortage emerging.
Is movement coherence intact. Answer coherent or incoherent.
incoherent
Pilot constraint bottlenecks queue.
delay_risk
Synthetic
SEA10-005
maritime-pilot-tug-availability-queue-coherence-risk-v0.1
short
adequate
adequate
high
none
stable
Balanced.
Is movement coherence intact. Answer coherent or incoherent.
coherent
Aligned.
stable
Synthetic
SEA10-006
maritime-pilot-tug-availability-queue-coherence-risk-v0.1
long
adequate
low
medium
none
upward
Tug shortage with long queue.
Is movement coherence intact. Answer coherent or incoherent.
incoherent
Tug constraint delays berthing.
movement_backlog
Synthetic
SEA10-007
maritime-pilot-tug-availability-queue-coherence-risk-v0.1
medium
adequate
adequate
medium
high
upward
Weather and medium capacity.
Is movement coherence intact. Answer coherent or incoherent.
incoherent
Weather amplifies queue.
weather_delay
Synthetic
SEA10-008
maritime-pilot-tug-availability-queue-coherence-risk-v0.1
short
adequate
adequate
high
none
downward
Queue clearing.
Is movement coherence intact. Answer coherent or incoherent.
coherent
Recovery.
recovery
Synthetic
SEA10-009
maritime-pilot-tug-availability-queue-coherence-risk-v0.1
medium
adequate
low
high
none
upward
Tug gap emerging.
Is movement coherence intact. Answer coherent or incoherent.
incoherent
Emerging service gap.
latent_delay
Synthetic
SEA10-010
maritime-pilot-tug-availability-queue-coherence-risk-v0.1
short
adequate
adequate
high
none
stable
Normal.
Is movement coherence intact. Answer coherent or incoherent.
coherent
Aligned.
stable
Synthetic

What this repo is for

Detect when ships can’t move even though berths exist.

You use it to flag:

pilot shortages

tug shortages

weather amplification

anchorage buildup before ports declare congestion

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