Audit Trail · Article #2422263

News of the day: Ottawa Election results in charts; Ottawa Mayor Mark Sutcliffe wins four more years in remarkable victory; What's next for Jeff Leiper after losing election?

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

published 2026-10-27T20:45:31 · ingested 2026-10-27T17:03:23.863441

Bias Analysis · B.I.A.S.

CENTER score: 0.20 vv3

The article provides a neutral overview of election results and does not exhibit clear bias towards any political stance.

Trigger phrases: remarkable victoryunease

      computed at 2026-10-27T17:03:23.863441
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.300 confidence: 43% valhalla/distilbart-mnli-12-3

      computed at 2026-10-27T17:13:28.428930-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.300

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-27T17:13:18.635989

Tier-2 at: 2026-10-27T17:23:43.732718

AI analyzed: ✓ at 2026-10-27T17:13:18.635989

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true Ottawa Mayor Mark Sutcliffe wins four more years in remarkable victory

The article reports on the election results and indicates that the mayor's victory was significant, though it does not provide specific details about the margin of victory or key challenges he faced.

        V.E.T. · 2026-10-27T17:23:43.732718
      

true Some incumbents were in for a fight. Find your ward and see who won in Ottawa.

The article provides a link to election results, allowing readers to verify the claim about which wards had competitive races.

        V.E.T. · 2026-10-27T17:23:43.732718
      

Cross-Outlet Cluster · I.N.K.

News of the day: Ottawa Election results in charts; Ottawa Mayor Mark Sutcliffe wins four more years in remarkable victory; What's next for Jeff Leiper after losing election? 1 article across outlets

      clustered at 2026-10-27T17:03:23.873390
    

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)

2026-10-27T17:03:23.863441 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
}

2026-10-27T17:13:28.428930 bias_v2_scored

payload

{
  "confidence": 0.428,
  "ensemble_band": "center-right",
  "ensemble_score": 0.3,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.3
}

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