uid stringclasses 10
values | dataset_id stringclasses 1
value | service_area stringclasses 4
values | demand_trend stringclasses 3
values | capacity_trend stringclasses 3
values | waitlist_trend stringclasses 4
values | throughput_trend stringclasses 4
values | triage_quality_signal stringclasses 3
values | regional_variance_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 9
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PP04-001 | public-policy-waitlist-capacity-demand-coherence-risk-v0.1 | healthcare | stable | upward | downward | upward | clean | low | Capacity rising and waitlist falling. | Is demand-capacity-waitlist coherence intact. Answer coherent or incoherent. | coherent | System absorbs demand. | waitlist_recovery | Synthetic |
PP04-002 | public-policy-waitlist-capacity-demand-coherence-risk-v0.1 | housing | upward | flat | upward | flat | weak | high | Demand rising but capacity flat and waitlist grows. | Is demand-capacity-waitlist coherence intact. Answer coherent or incoherent. | incoherent | Capacity mismatch drives queue growth. | queue_growth | Synthetic |
PP04-003 | public-policy-waitlist-capacity-demand-coherence-risk-v0.1 | education | upward | upward | flat | upward | clean | medium | Capacity up but waitlist flat. | Is demand-capacity-waitlist coherence intact. Answer coherent or incoherent. | incoherent | Throughput or triage blocks conversion. | throughput_block | Synthetic |
PP04-004 | public-policy-waitlist-capacity-demand-coherence-risk-v0.1 | transport | stable | stable | upward | stable | weak | medium | Waitlist grows despite stable demand and capacity. | Is demand-capacity-waitlist coherence intact. Answer coherent or incoherent. | incoherent | Process friction or scheduling failure. | process_friction | Synthetic |
PP04-005 | public-policy-waitlist-capacity-demand-coherence-risk-v0.1 | healthcare | upward | upward | stable | upward | clean | low | Demand and capacity both rising; waitlist stable. | Is demand-capacity-waitlist coherence intact. Answer coherent or incoherent. | coherent | Expansion keeps pace. | stable_queue | Synthetic |
PP04-006 | public-policy-waitlist-capacity-demand-coherence-risk-v0.1 | housing | stable | upward | downward | upward | mixed | medium | Capacity gain reduces backlog. | Is demand-capacity-waitlist coherence intact. Answer coherent or incoherent. | coherent | Recovery trend. | recovery | Synthetic |
PP04-007 | public-policy-waitlist-capacity-demand-coherence-risk-v0.1 | education | stable | upward | upward | upward | weak | high | Capacity up but waitlist still rises. | Is demand-capacity-waitlist coherence intact. Answer coherent or incoherent. | incoherent | Mismatch between nominal capacity and usable capacity. | hidden_capacity_gap | Synthetic |
PP04-008 | public-policy-waitlist-capacity-demand-coherence-risk-v0.1 | transport | downward | stable | downward | stable | clean | low | Demand down and waitlist down. | Is demand-capacity-waitlist coherence intact. Answer coherent or incoherent. | coherent | Coherence holds. | stable | Synthetic |
PP04-009 | public-policy-waitlist-capacity-demand-coherence-risk-v0.1 | healthcare | stable | flat | upward | downward | weak | medium | Throughput falls and waitlist rises. | Is demand-capacity-waitlist coherence intact. Answer coherent or incoherent. | incoherent | Operational collapse despite stable demand. | collapse_risk | Synthetic |
PP04-010 | public-policy-waitlist-capacity-demand-coherence-risk-v0.1 | housing | upward | upward | downward | upward | clean | low | Demand up but capacity outpaces it. | Is demand-capacity-waitlist coherence intact. Answer coherent or incoherent. | coherent | System catches up. | recovery | Synthetic |
What this repo is for
Detect when public services enter queue failure.
You use it to flag
demand rising while capacity stays flat
nominal capacity rising but usable throughput failing
waitlists growing despite stable inputs
regional variance that signals uneven delivery
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