Audit Trail · Article #2402783

B.C. Election 2026: Tri-Cities, Maple Ridge and Pitt-Meadows voters head to the polls

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

published 2026-10-24T15:09:24.544208 · ingested 2026-10-24T11:09:24.544208

Bias Analysis · B.I.A.S.

CENTER score: -0.20 vv3

The article focuses on the NDP's potential loss, which may be seen as favoring opposition parties.

Trigger phrases: B.C. NDP can keep their holdswitch it up for someone new

      computed at 2026-10-24T11:30:52.627728
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.265 confidence: 38% valhalla/distilbart-mnli-12-3

      computed at 2026-10-24T11:17:33.438225-04:00
    

Ensemble (heuristic + ML v2)

LEFT score: -0.633

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-24T11:30:52.627728

Tier-2 at: 2026-10-24T11:30:52.627728

AI analyzed: ✓ at 2026-10-24T11:30:52.627728

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified B.C. voters in Tri-Cities and Pitt-Meadows are voting on whether the B.C. NDP can retain six out of seven ridings.

        fact_v1 · 2026-10-24T11:31:01.074698
      

unverified The article mentions elections in B.C. across multiple locations including Tri-Cities and Pitt-Meadows, as well as Coquitlam-Burke Mountain and New Westminster-Coquitlam.

        fact_v1 · 2026-10-24T11:31:01.074698
      

Cross-Outlet Cluster · I.N.K.

Voters head to the polls in B.C.’s 2026 snap election. Live updates here. - CTV News 5 articles across outlets

      clustered at 2026-10-24T06:11:23.765898
    

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)

2026-10-24T11:09:24.544208 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d71)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 593
}

2026-10-24T11:17:33.438225 bias_v2_scored

payload

{
  "confidence": 0.378,
  "ensemble_band": "left",
  "ensemble_score": -0.633,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.265
}

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