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Audit Trail · Article #2366804

Report finds more than $40M in excess claims, misconduct in Winnipeg police HQ construction

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)
published 2026-10-19T20:46:01.484395 · ingested 2026-10-19T18:46:01.484395
Bias Analysis · B.I.A.S.
LEFT score: -0.20 confidence: 80% vv3
The report suggests misconduct and excess spending, which could be seen as critical of the Winnipeg Police Service.
Trigger phrases: excess claimsmisconduct
computed at 2026-10-19T20:01:22.177014
ML Bias Signal · DistilBERT Zero-Shot (v2)
RIGHT score: 0.297 confidence: 42% valhalla/distilbart-mnli-12-3
computed at 2026-10-19T20:04:07.570051-04:00
Ensemble (heuristic + ML v2)
CENTER RIGHT score: 0.297
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-10-19T20:01:22.177014
Tier-2 at: 2026-10-19T20:01:22.177014
AI analyzed: ✓ at 2026-10-19T20:01:22.177014
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: MB
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (1)
unverified No verifiable claims detected.
fact_v1 · 2026-10-19T20:01:28.780385
Cross-Outlet Cluster · I.N.K.
Report finds construction company got $42M in excess claims on Winnipeg police HQ 2 articles across outlets
clustered at 2026-10-19T14:36:43.211454
Governance — C.R.E.E.D.
A+
overall grade
100.0
By Category
Accountability {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}
Environmental {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}
Fairness {'events': 1, 'grade': 'A+', 'note': 'below minimum volume (1 events; minimum 100 for a non-provisional score)', 'provisional': True, 'score': 100.0}
Privacy {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}
Safety {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}
Transparency {'events': 0, 'grade': 'A+', 'note': 'no events recorded', 'provisional': True, 'score': 100.0}
Ethics audit by C.R.E.E.D. Institute · 1 events tracked
Raw Audit Trail (2 events)
  1. ingested
    payload 
    {
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: report finds(+0.00\u00d73)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 4
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.424,
  "ensemble_band": "center-right",
  "ensemble_score": 0.297,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.297
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.