Audit Trail · Article #2526406

Toronto police identify city’s 33rd homicide victim in shooting

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

published 2026-11-08T22:20:57 · ingested 2026-11-08T17:46:38.922140

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 80% vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-11-08T17:46:38.922140
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.274 confidence: 39% valhalla/distilbart-mnli-12-3

      computed at 2026-11-08T23:13:19.274464-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.274

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-11-08T17:58:29.119513

Tier-2 at: —

AI analyzed: ✓ at 2026-11-08T17:48:36.249880

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Emergency officials attempted to save a teenage suspect involved in a shooting incident.

        V.E.R.I.F.Y. · 2026-11-08T17:58:29.115691
      

unverified The teenager died as a result of being transported to the hospital and pronounced dead upon arrival.

        V.E.R.I.F.Y. · 2026-11-08T17:58:29.115691
      

Cross-Outlet Cluster · I.N.K.

Toronto police identify city’s 33rd homicide victim in shooting 1 article across outlets

      clustered at 2026-11-08T17:46:38.928740
    

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)

2026-11-08T17:46:38.922140 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
}

2026-11-08T23:13:19.274464 bias_v2_scored

payload

{
  "confidence": 0.391,
  "ensemble_band": "center-left",
  "ensemble_score": -0.274,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.274
}

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