Datasets:
uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | region stringclasses 4
values | conflict_predicted_minutes_ahead int64 4 16 | resolution_action_time_minutes int64 2 6 | separation_minima_met stringclasses 2
values | vectoring_required stringclasses 2
values | altitude_change_required stringclasses 2
values | tcpa_minutes int64 1 12 | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ATCCR-001 | atc-conflict-detection-resolution-coherence-risk-v0.1 | 2,024 | EU_core | 14 | 2 | yes | yes | no | 10 | Conflict detected early and resolved quickly. | Is conflict detection aligned with resolution timing. Answer coherent or incoherent. | coherent | Resolution well within safe window. | stable_separation | Synthetic |
ATCCR-002 | atc-conflict-detection-resolution-coherence-risk-v0.1 | 2,024 | EU_core | 6 | 5 | no | yes | yes | 3 | Late resolution close to separation minima. | Is conflict detection aligned with resolution timing. Answer coherent or incoherent. | incoherent | Resolution window compressed. | near_miss_risk | Synthetic |
ATCCR-003 | atc-conflict-detection-resolution-coherence-risk-v0.1 | 2,023 | US_terminal | 12 | 3 | yes | yes | no | 8 | Standard vector resolved spacing. | Is conflict detection aligned with resolution timing. Answer coherent or incoherent. | coherent | Timely resolution. | stable_separation | Synthetic |
ATCCR-004 | atc-conflict-detection-resolution-coherence-risk-v0.1 | 2,023 | US_terminal | 5 | 5 | no | yes | yes | 2 | Resolution occurs very late. | Is conflict detection aligned with resolution timing. Answer coherent or incoherent. | incoherent | Minimal buffer before conflict. | incident_risk | Synthetic |
ATCCR-005 | atc-conflict-detection-resolution-coherence-risk-v0.1 | 2,022 | UK_sector | 16 | 4 | yes | yes | no | 12 | Early action taken. | Is conflict detection aligned with resolution timing. Answer coherent or incoherent. | coherent | Safe margin maintained. | stable_separation | Synthetic |
ATCCR-006 | atc-conflict-detection-resolution-coherence-risk-v0.1 | 2,022 | UK_sector | 4 | 4 | no | yes | yes | 1 | Resolution almost at loss of separation. | Is conflict detection aligned with resolution timing. Answer coherent or incoherent. | incoherent | Resolution too late. | near_miss_risk | Synthetic |
ATCCR-007 | atc-conflict-detection-resolution-coherence-risk-v0.1 | 2,021 | Asia_route | 15 | 3 | yes | no | no | 11 | Minimal intervention needed. | Is conflict detection aligned with resolution timing. Answer coherent or incoherent. | coherent | Detection early. | stable_separation | Synthetic |
ATCCR-008 | atc-conflict-detection-resolution-coherence-risk-v0.1 | 2,021 | Asia_route | 7 | 6 | no | yes | yes | 2 | Resolution delayed. | Is conflict detection aligned with resolution timing. Answer coherent or incoherent. | incoherent | Buffer too small. | incident_risk | Synthetic |
ATCCR-009 | atc-conflict-detection-resolution-coherence-risk-v0.1 | 2,020 | EU_core | 13 | 2 | yes | yes | no | 9 | Handled early. | Is conflict detection aligned with resolution timing. Answer coherent or incoherent. | coherent | Safe resolution. | stable_separation | Synthetic |
ATCCR-010 | atc-conflict-detection-resolution-coherence-risk-v0.1 | 2,020 | EU_core | 5 | 5 | no | yes | yes | 2 | Late action. | Is conflict detection aligned with resolution timing. Answer coherent or incoherent. | incoherent | Near-loss scenario. | near_miss_risk | Synthetic |
What this repo is for
Detect when conflict resolution happens too late relative to detection.
Signals:
predicted time to conflict
resolution timing
separation margins
vectoring
altitude change
This predicts near-miss risk before separation loss.
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