Audit Trail · Article #2366891

Une trentaine de familles à la rue après un incendie majeur dans l’est de Montréal

Source article ↗ · Le Devoir · outlet lean: center-left · owner: Le Devoir (independent co-op) (non_profit)

published 2026-10-19T20:46:09.525961 · ingested 2026-10-19T18:46:09.525961

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

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

      computed at 2026-10-19T18:46:09.525961
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T19:59:47.377727-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.000

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-19T20:02:21.381117

Tier-2 at: —

AI analyzed: ✓ at 2026-10-19T19:59:01.372670

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: QC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (5)

unverified Un incendie majeur a eu lieu dans l'est de Montréal.

        fact_v1 · 2026-10-19T19:59:08.776397
      

unverified Les familles ont été touchées par ce drame.

        fact_v1 · 2026-10-19T19:59:08.776397
      

unverified Il n'y a pas eu d'incident grave ou de décès mentionné.

        fact_v1 · 2026-10-19T19:59:08.776397
      

unverified A large-scale fire in the east of Montreal resulted in no major injuries or fatalities.

        V.E.R.I.F.Y. · 2026-10-19T20:02:21.373738
      

unverified The incident was not reported as causing significant property damage.

        V.E.R.I.F.Y. · 2026-10-19T20:02:21.373738
      

Cross-Outlet Cluster · I.N.K.

Une trentaine de familles à la rue après un incendie majeur dans l’est de Montréal 1 article across outlets

      clustered at 2026-10-19T18:46:09.531133
    

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)

2026-10-19T18:46:09.525961 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": 592
}

2026-10-19T19:59:47.377727 bias_v2_scored

payload

{
  "confidence": 0.365,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

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