Audit Trail · Article #2415698

News of the day: How to vote in Ottawa's municipal election; DND refuses to say if it received secret F-35 report from U.S.; OCDSB trustee candidates come together to call for safer drinking water

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

published 2026-10-26T20:45:01 · ingested 2026-10-26T17:13:20.824717

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

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

      computed at 2026-10-26T17:13:20.824717
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.295 confidence: 42% valhalla/distilbart-mnli-12-3

      computed at 2026-10-26T17:24:35.691426-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.295

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-26T17:29:17.157980

Tier-2 at: —

AI analyzed: ✓ at 2026-10-26T17:29:17.157980

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified Here are today’s top stories from the Ottawa Citizen newsroom: HOW TO VOTE IN OTTAWA’S MUNICIPAL ELECTION, AND OTHER ELECTION DAY THINGS YOU NEED TO KNOW The 2026 municipal election comes to an end today as Ottawa votes for its next mayor and council

Rule-based: source_credibility=False, has_stat=True, hedged=False

        heuristic-v1 · 2026-10-26T17:13:20.843383
      

Cross-Outlet Cluster · I.N.K.

News of the day: How to vote in Ottawa's municipal election; DND refuses to say if it received secret F-35 report from U.S.; OCDSB trustee candidates come together to call for safer drinking water 1 article across outlets

      clustered at 2026-10-26T17:13:20.834639
    

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': 2, 'grade': 'A+', 'note': 'below minimum volume (2 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 · 2 events tracked

Raw Audit Trail (2 events)

2026-10-26T17:13:20.824717 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
}

2026-10-26T17:24:35.691426 bias_v2_scored

payload

{
  "confidence": 0.422,
  "ensemble_band": "center-right",
  "ensemble_score": 0.295,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.295
}

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