uid stringclasses 10
values | dataset_id stringclasses 1
value | sector stringclasses 5
values | reported_metric_trend stringclasses 2
values | independent_signal_trend stringclasses 3
values | audit_flag_signal stringclasses 2
values | field_feedback_signal stringclasses 2
values | 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 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PP09-001 | public-policy-data-reporting-ground-reality-coherence-risk-v0.1 | health | improving | improving | clean | aligned | low | Reported and field signals align. | Is reporting-ground reality coherence intact. Answer coherent or incoherent. | coherent | Metrics reflect reality. | stable | Synthetic |
PP09-002 | public-policy-data-reporting-ground-reality-coherence-risk-v0.1 | housing | improving | flat | flagged | negative | high | Reports improving but field not. | Is reporting-ground reality coherence intact. Answer coherent or incoherent. | incoherent | Metric inflation. | distortion | Synthetic |
PP09-003 | public-policy-data-reporting-ground-reality-coherence-risk-v0.1 | education | stable | declining | flagged | negative | high | Ground reality worse. | Is reporting-ground reality coherence intact. Answer coherent or incoherent. | incoherent | Reporting lag or bias. | drift | Synthetic |
PP09-004 | public-policy-data-reporting-ground-reality-coherence-risk-v0.1 | transport | improving | improving | clean | aligned | low | Aligned signals. | Is reporting-ground reality coherence intact. Answer coherent or incoherent. | coherent | Metrics accurate. | stable | Synthetic |
PP09-005 | public-policy-data-reporting-ground-reality-coherence-risk-v0.1 | energy | stable | declining | flagged | negative | medium | Performance overstated. | Is reporting-ground reality coherence intact. Answer coherent or incoherent. | incoherent | Reality diverges. | distortion | Synthetic |
PP09-006 | public-policy-data-reporting-ground-reality-coherence-risk-v0.1 | health | improving | improving | clean | aligned | low | Accurate reporting. | Is reporting-ground reality coherence intact. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
PP09-007 | public-policy-data-reporting-ground-reality-coherence-risk-v0.1 | housing | stable | declining | flagged | negative | high | Ground feedback negative. | Is reporting-ground reality coherence intact. Answer coherent or incoherent. | incoherent | Mismatch. | drift | Synthetic |
PP09-008 | public-policy-data-reporting-ground-reality-coherence-risk-v0.1 | education | improving | improving | clean | aligned | low | Consistent. | Is reporting-ground reality coherence intact. Answer coherent or incoherent. | coherent | Accurate. | stable | Synthetic |
PP09-009 | public-policy-data-reporting-ground-reality-coherence-risk-v0.1 | transport | stable | declining | flagged | negative | medium | Hidden deterioration. | Is reporting-ground reality coherence intact. Answer coherent or incoherent. | incoherent | Metric distortion. | distortion | Synthetic |
PP09-010 | public-policy-data-reporting-ground-reality-coherence-risk-v0.1 | energy | improving | improving | clean | aligned | low | Aligned metrics. | Is reporting-ground reality coherence intact. Answer coherent or incoherent. | coherent | Healthy reporting. | stable | Synthetic |
What this repo is for
Detect when official metrics no longer reflect reality.
Flags:
reported improvement without field improvement
audit discrepancies
rising variance between sources
inflated performance indicators
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