Audit Trail · Article #2402778

B.C. Election Day Live: The latest news, results and reaction

Source article ↗ · Vancouver Sun · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-24T15:09:24.130963 · ingested 2026-10-24T11:09:24.130963

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 100% vv3

The article does not express any political leanings or biases and simply provides information for the readers.

      computed at 2026-10-24T11:09:24.130963
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.329 confidence: 47% valhalla/distilbart-mnli-12-3

      computed at 2026-10-24T11:17:57.228097-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.329

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-24T11:23:54.096475

Tier-2 at: 2026-10-31T17:01:24.633022

AI analyzed: ✓ at 2026-10-24T11:23:54.096475

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

true It's election day in B.C.

This is a factual statement based on the current date and time of publication.

        T.A.L.O.N. · 2026-10-31T17:01:24.633022
      

Cross-Outlet Cluster · I.N.K.

B.C. Election Day Live: The latest news, results and reaction 4 articles across outlets

      clustered at 2026-10-24T11:09:24.137007
    

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)

2026-10-24T11:09:24.130963 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": 593
}

2026-10-24T11:17:57.228097 bias_v2_scored

payload

{
  "confidence": 0.47,
  "ensemble_band": "center-right",
  "ensemble_score": 0.329,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.329
}

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