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10 values
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turnaround_delay_signal
stringclasses
3 values
gate_hold_minutes_signal
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3 values
crew_cost_overrun_signal
stringclasses
3 values
fuel_burn_on_ground_signal
stringclasses
3 values
missed_slot_or_conn_signal
stringclasses
2 values
ops_summary
stringclasses
10 values
question
stringclasses
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ground_truth_label
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ground_truth_rationale
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outcome_signal
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source_citation
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AGOC15-001
airport-ground-ops-delay-cost-coherence-risk-v0.1
low
low
low
low
no
On-time ground ops with low cost impact.
Is ground delay vs cost impact coherent. Answer coherent or incoherent.
coherent
Baseline coherent.
stable
Synthetic
AGOC15-002
airport-ground-ops-delay-cost-coherence-risk-v0.1
moderate
moderate
moderate
moderate
no
Moderate delays with expected cost increase.
Is ground delay vs cost impact coherent. Answer coherent or incoherent.
coherent
Proportional cost.
stable
Synthetic
AGOC15-003
airport-ground-ops-delay-cost-coherence-risk-v0.1
low
low
high
high
no
Low measured delays but large cost spike.
Is ground delay vs cost impact coherent. Answer coherent or incoherent.
incoherent
Cost spike without delay driver.
cost_risk
Synthetic
AGOC15-004
airport-ground-ops-delay-cost-coherence-risk-v0.1
high
high
moderate
moderate
yes
Large delay but cost under-reported.
Is ground delay vs cost impact coherent. Answer coherent or incoherent.
incoherent
Under-accounted cost.
risk
Synthetic
AGOC15-005
airport-ground-ops-delay-cost-coherence-risk-v0.1
high
high
high
high
yes
Severe delays and expected cost blowout.
Is ground delay vs cost impact coherent. Answer coherent or incoherent.
coherent
Aligned high impact.
stable
Synthetic
AGOC15-006
airport-ground-ops-delay-cost-coherence-risk-v0.1
moderate
low
high
high
yes
Moderate delay but missed slots and big overruns.
Is ground delay vs cost impact coherent. Answer coherent or incoherent.
incoherent
Impact too large for delay.
cost_risk
Synthetic
AGOC15-007
airport-ground-ops-delay-cost-coherence-risk-v0.1
moderate
moderate
low
low
no
Delays but costs controlled.
Is ground delay vs cost impact coherent. Answer coherent or incoherent.
incoherent
Cost response too low.
risk
Synthetic
AGOC15-008
airport-ground-ops-delay-cost-coherence-risk-v0.1
low
moderate
moderate
moderate
no
Gate hold drives fuel and crew cost.
Is ground delay vs cost impact coherent. Answer coherent or incoherent.
coherent
Driver captured.
stable
Synthetic
AGOC15-009
airport-ground-ops-delay-cost-coherence-risk-v0.1
high
low
high
high
yes
Turnaround delay drives crew and fuel costs.
Is ground delay vs cost impact coherent. Answer coherent or incoherent.
coherent
Direct relationship.
stable
Synthetic
AGOC15-010
airport-ground-ops-delay-cost-coherence-risk-v0.1
low
low
low
low
no
Baseline stable.
Is ground delay vs cost impact coherent. Answer coherent or incoherent.
coherent
Baseline coherent.
stable
Synthetic

What this repo is for

Detect when small ground delays trigger large cost overruns or when cost reporting fails to match delay reality.

Flags

cost spikes with low recorded delay

severe delays with under-reported cost

missed slots or connections from ground congestion

fuel burn on ground rising without explanation

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