uid stringclasses 10
values | dataset_id stringclasses 1
value | asset_type stringclasses 5
values | maintenance_schedule_signal stringclasses 2
values | actual_maintenance_rate stringclasses 3
values | asset_condition_trend stringclasses 3
values | incident_rate_trend stringclasses 2
values | budget_signal stringclasses 3
values | inspection_gap_signal 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 4
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PP07-001 | public-policy-infrastructure-maintenance-failure-risk-v0.1 | bridge | aligned | high | stable | low | stable | low | Maintenance and condition aligned. | Is maintenance-condition coherence intact. Answer coherent or incoherent. | coherent | Healthy maintenance loop. | stable | Synthetic |
PP07-002 | public-policy-infrastructure-maintenance-failure-risk-v0.1 | rail | scheduled | low | declining | upward | flat | medium | Maintenance delayed and incidents rising. | Is maintenance-condition coherence intact. Answer coherent or incoherent. | incoherent | Deferred maintenance risk. | failure_risk | Synthetic |
PP07-003 | public-policy-infrastructure-maintenance-failure-risk-v0.1 | grid | scheduled | medium | declining | upward | upward | high | Condition falling despite spend. | Is maintenance-condition coherence intact. Answer coherent or incoherent. | incoherent | Spend not reaching asset. | hidden_decay | Synthetic |
PP07-004 | public-policy-infrastructure-maintenance-failure-risk-v0.1 | road | aligned | high | improving | low | stable | low | Good upkeep. | Is maintenance-condition coherence intact. Answer coherent or incoherent. | coherent | Aligned system. | stable | Synthetic |
PP07-005 | public-policy-infrastructure-maintenance-failure-risk-v0.1 | water | scheduled | low | declining | upward | flat | high | Inspection gaps and failures rising. | Is maintenance-condition coherence intact. Answer coherent or incoherent. | incoherent | Inspection gap. | failure_risk | Synthetic |
PP07-006 | public-policy-infrastructure-maintenance-failure-risk-v0.1 | bridge | aligned | medium | stable | low | stable | low | Within tolerance. | Is maintenance-condition coherence intact. Answer coherent or incoherent. | coherent | Maintenance adequate. | stable | Synthetic |
PP07-007 | public-policy-infrastructure-maintenance-failure-risk-v0.1 | rail | scheduled | medium | declining | upward | upward | medium | Condition worsening. | Is maintenance-condition coherence intact. Answer coherent or incoherent. | incoherent | Maintenance lagging condition. | drift | Synthetic |
PP07-008 | public-policy-infrastructure-maintenance-failure-risk-v0.1 | grid | aligned | high | improving | low | stable | low | Healthy grid upkeep. | Is maintenance-condition coherence intact. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
PP07-009 | public-policy-infrastructure-maintenance-failure-risk-v0.1 | road | scheduled | low | declining | upward | flat | high | Deferred maintenance. | Is maintenance-condition coherence intact. Answer coherent or incoherent. | incoherent | Backlog building. | failure_risk | Synthetic |
PP07-010 | public-policy-infrastructure-maintenance-failure-risk-v0.1 | water | aligned | high | stable | low | stable | low | System stable. | Is maintenance-condition coherence intact. Answer coherent or incoherent. | coherent | Maintenance effective. | stable | Synthetic |
What this repo is for
Detect infrastructure failure before collapse becomes visible.
Flags:
maintenance delayed
condition declining
incident rates rising
budget spent but assets still degrading
Used for transport power grids water systems public assets
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