Audit Trail · Article #2484816

Amir Zuccolo elected mayor of Charlottetown, beating two-term incumbent Philip Brown

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)

published 2026-11-03T11:35:21 · ingested 2026-11-03T06:53:40.511926

Bias Analysis · B.I.A.S.

LEFT score: -1.00 confidence: 80% vv3

triggers: transparency(-0.08×1)

Trigger phrases: improving public transitincreasing council transparency

      computed at 2026-11-03T06:53:40.511926
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.280 confidence: 40% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T07:07:36.068061-05:00
    

Ensemble (heuristic + ML v2)

LEFT score: -0.640

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-11-03T07:03:47.827634

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: PE

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified She took home 5,125 total votes, according to Elections P.E.I.’s unofficial results

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

        heuristic-v1 · 2026-11-03T06:53:40.535062
      

Cross-Outlet Cluster · I.N.K.

Amir Zuccolo elected mayor of Charlottetown, beating two-term incumbent Philip Brown 1 article across outlets

      clustered at 2026-11-03T06:53:40.528400
    

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)

2026-11-03T06:53:40.511926 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: transparency(-0.08\u00d71)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 13771
}

2026-11-03T07:07:36.068061 bias_v2_scored

payload

{
  "confidence": 0.4,
  "ensemble_band": "left",
  "ensemble_score": -0.64,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.28
}

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