Audit Trail · Article #2475153

Kingston, Ont. woman dead after fiery 3-vehicle crash on Highway 401

Source article ↗ · Global News · outlet lean: center · owner: Corus Entertainment (corporate)

published 2026-11-02T13:32:14 · ingested 2026-11-02T08:53:40.066758

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 95% vv3

The article provides factual information without明显的偏见或倾向性。

      computed at 2026-11-02T08:53:40.066758
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.259 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-11-02T08:56:23.619577-05:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.259

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-02T08:55:19.612848

Tier-2 at: 2026-11-02T09:06:50.924400

AI analyzed: ✓ at 2026-11-02T08:55:19.612848

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (3)

true A woman from Kingston, Ont., died in a three-vehicle collision on Highway 401.

The article provides specific details about the incident, including the location and time of the crash.

        V.E.R.I.F.Y. · 2026-11-02T09:06:50.924400
      

true Two vehicles involved in the crash burst into flames.

The article directly states this fact without requiring additional verification.

        V.E.R.I.F.Y. · 2026-11-02T09:06:50.924400
      

true A 43-year-old woman was pronounced dead at the scene, and two others were taken to hospital with minor injuries.

These details are explicitly provided in the article.

        V.E.R.I.F.Y. · 2026-11-02T09:06:50.924400
      

Cross-Outlet Cluster · I.N.K.

Kingston, Ont. woman dead after fiery 3-vehicle crash on Highway 401 2 articles across outlets

      clustered at 2026-11-02T08:53:40.084062
    

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': 3, 'grade': 'A+', 'note': 'below minimum volume (3 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 · 3 events tracked

Raw Audit Trail (2 events)

2026-11-02T08:53:40.066758 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 4
}

2026-11-02T08:56:23.619577 bias_v2_scored

payload

{
  "confidence": 0.37,
  "ensemble_band": "center-right",
  "ensemble_score": 0.259,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.259
}

Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.