Audit Trail · Article #2367446

Firefighters battle blaze at commercial building in Osgoode ward

Source article ↗ · Ottawa Citizen · outlet lean: center · owner: Postmedia (corporate)

published 2026-10-19T23:18:13.630751 · ingested 2026-10-19T21:18:13.630751

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

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

      computed at 2026-10-19T21:18:13.630751
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.276 confidence: 39% valhalla/distilbart-mnli-12-3

      computed at 2026-10-19T21:21:17.572599-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.276

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-19T21:21:40.373818

Tier-2 at: —

AI analyzed: ✓ at 2026-10-19T21:21:40.373818

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Multiple 911 callers reported heavy smoke and flames in an Osgoode ward commercial structure before 7:30 p.m. on October 19.

        fact_v1 · 2026-10-19T21:21:51.206691
      

unverified The fire occurred at a large commercial building in the Osgoode ward shortly after 7:30 p.m. on October 19.

        fact_v1 · 2026-10-19T21:21:51.206691
      

unverified An incident involving firefighters battling a blaze was reported from a commercial building located within the Osgoode ward.

        fact_v1 · 2026-10-19T21:21:51.206691
      

Cross-Outlet Cluster · I.N.K.

Firefighters battle blaze at commercial building in Osgoode ward 1 article across outlets

      clustered at 2026-10-19T21:18:13.639685
    

Governance — C.R.E.E.D.

Ethics audit pending — C.R.E.E.D. score not available right now. creed-ai.org ↗

Raw Audit Trail (2 events)

2026-10-19T21:18:13.630751 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": 595
}

2026-10-19T21:21:17.572599 bias_v2_scored

payload

{
  "confidence": 0.394,
  "ensemble_band": "center-right",
  "ensemble_score": 0.276,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.276
}

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