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uid
stringclasses
10 values
dataset_id
stringclasses
1 value
year
int64
2.02k
2.02k
region
stringclasses
4 values
filed_route_followed
stringclasses
2 values
altitude_profile_followed
stringclasses
2 values
speed_profile_followed
stringclasses
2 values
heading_deviation_deg
int64
3
30
max_altitude_deviation_ft
int64
200
3k
controller_interventions_count
int64
0
7
reason_for_deviation
stringclasses
6 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
3 values
source_citation
stringclasses
1 value
ATCFP-001
atc-track-flightplan-coherence-risk-v0.1
2,024
EU_core
yes
yes
yes
3
200
0
none
Aircraft follows flight plan with minimal deviation.
Is track aligned with flight plan. Answer coherent or incoherent.
coherent
Trajectory matches plan.
stable_operation
Synthetic
ATCFP-002
atc-track-flightplan-coherence-risk-v0.1
2,024
EU_core
no
no
no
28
2,400
6
weather_avoidance
Significant heading and altitude changes with multiple controller vectors.
Is track aligned with flight plan. Answer coherent or incoherent.
incoherent
Track deviates materially from plan.
complexity_spike
Synthetic
ATCFP-003
atc-track-flightplan-coherence-risk-v0.1
2,023
US_terminal
yes
yes
no
6
300
1
spacing_adjustment
Minor speed changes for sequencing.
Is track aligned with flight plan. Answer coherent or incoherent.
coherent
Small managed deviation.
stable_operation
Synthetic
ATCFP-004
atc-track-flightplan-coherence-risk-v0.1
2,023
US_terminal
no
no
no
22
1,800
5
traffic_conflict
Multiple vectors and altitude steps for separation.
Is track aligned with flight plan. Answer coherent or incoherent.
incoherent
Operational reroute under pressure.
complexity_spike
Synthetic
ATCFP-005
atc-track-flightplan-coherence-risk-v0.1
2,022
UK_sector
yes
yes
yes
4
250
0
none
Sector transit clean.
Is track aligned with flight plan. Answer coherent or incoherent.
coherent
Plan followed.
stable_operation
Synthetic
ATCFP-006
atc-track-flightplan-coherence-risk-v0.1
2,022
UK_sector
no
no
no
30
3,000
7
equipment_issue
Deviation driven by technical issue and vectors.
Is track aligned with flight plan. Answer coherent or incoherent.
incoherent
High divergence and intervention.
incident_risk
Synthetic
ATCFP-007
atc-track-flightplan-coherence-risk-v0.1
2,021
Asia_route
yes
yes
yes
5
300
0
none
Enroute stable.
Is track aligned with flight plan. Answer coherent or incoherent.
coherent
Aligned.
stable_operation
Synthetic
ATCFP-008
atc-track-flightplan-coherence-risk-v0.1
2,021
Asia_route
no
no
no
24
2,200
4
routing_restriction
Reroute due to restriction leads to drift.
Is track aligned with flight plan. Answer coherent or incoherent.
incoherent
Plan-track divergence.
complexity_spike
Synthetic
ATCFP-009
atc-track-flightplan-coherence-risk-v0.1
2,020
EU_core
yes
yes
yes
3
200
0
none
Normal.
Is track aligned with flight plan. Answer coherent or incoherent.
coherent
Aligned.
stable_operation
Synthetic
ATCFP-010
atc-track-flightplan-coherence-risk-v0.1
2,020
EU_core
no
no
no
26
2,600
6
weather_avoidance
Large deviations and repeated vectors.
Is track aligned with flight plan. Answer coherent or incoherent.
incoherent
Divergence indicates workload.
complexity_spike
Synthetic

What this repo is for

Detect when aircraft tracks diverge from filed intent.

Useful for:

workload prediction

reroute cascade detection

sector complexity forecasting

safety analytics

Signals include:

heading deviation

altitude deviation

speed deviation

controller interventions

reason for deviation

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