Audit Trail · Article #796429

Family, colleagues of Const. Marc Pinizzotto to attend private funeral - CTV News

Source article ↗ · CTV News · outlet lean: center · owner: Bell Media (corporate)

published 2026-06-24T10:48:08 · ingested 2026-06-24T14:11:12.076373

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

      computed at 2026-06-24T14:31:20.905567
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.312 confidence: 44% valhalla/distilbart-mnli-12-3

      computed at 2026-06-24T10:44:53.394274-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.312

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-06-24T14:31:20.905567

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: national

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified No verifiable claims detected.

        fact_v1 · 2026-06-24T14:24:25.544265
      

unverified No verifiable claims detected.

        fact_v1 · 2026-06-24T15:48:28.830856
      

Cross-Outlet Cluster · I.N.K.

LIVE @ 10 a.m. ET: Funeral for Toronto Police Const. Marc Pinizzotto - CTV News 9 articles across outlets

      clustered at 2026-06-24T11:10:16.075258
    

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)

2026-06-24T14:11:12.076373 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 485
}

2026-06-24T14:44:53.394274 bias_v2_scored

payload

{
  "confidence": 0.445,
  "ensemble_band": "center",
  "ensemble_score": 0.156,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.312
}

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