Audit Trail · Article #2409803

Roundup: What you may have missed in the municipal election campaign last week

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

published 2026-10-25T19:41:36 · ingested 2026-10-25T16:11:45.344083

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 vv3

The article provides a neutral overview of the mayoral candidates' promises without taking sides, but it emphasizes plans that benefit the city as a whole rather than highlighting individual candidate positions.

Trigger phrases: promises madefocus on 10 prioritiesto make Ottawa more affordable

      computed at 2026-10-25T16:11:45.344083
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.282 confidence: 40% valhalla/distilbart-mnli-12-3

      computed at 2026-10-25T16:19:20.536433-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.282

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-25T16:20:46.718493

Tier-2 at: 2026-10-31T08:21:41.703792

AI analyzed: ✓ at 2026-10-25T16:19:20.329814

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true Sutcliffe's plan includes focusing on 10 priorities in the first 30 days of his new term.

The text explicitly lists these priorities, and there is no indication that this information is disputed.

        P.R.O.O.F. · 2026-10-31T08:21:41.703792
      

true Sutcliffe promises a property tax increase between two to 2.5 percent.

This detail is directly stated in the article.

        P.R.O.O.F. · 2026-10-31T08:21:41.703792
      

Cross-Outlet Cluster · I.N.K.

Roundup: What you may have missed in the municipal election campaign last week 1 article across outlets

      clustered at 2026-10-25T16:11:45.350128
    

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)

2026-10-25T16:11:45.344083 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
}

2026-10-25T16:19:20.536433 bias_v2_scored

payload

{
  "confidence": 0.402,
  "ensemble_band": "center-right",
  "ensemble_score": 0.282,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.282
}

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