Audit Trail · Article #2406583

B.C. NDP Leader David Eby resigns after election defeat

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

published 2026-10-25T06:08:33.727154 · ingested 2026-10-25T02:08:33.727154

Bias Analysis · B.I.A.S.

LEFT score: -0.50 vv3

The article focuses on the defeat and resignation of a left-leaning political party leader, which may lean towards bias against his party.

Trigger phrases: resigns after election defeattrounced in the B.C. general election

      computed at 2026-10-25T02:27:00.023335
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.368 confidence: 53% valhalla/distilbart-mnli-12-3

      computed at 2026-10-25T02:19:40.434677-04:00
    

Ensemble (heuristic + ML v2)

LEFT score: -0.684

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-25T02:27:00.023335

Tier-2 at: 2026-10-25T02:27:00.023335

AI analyzed: ✓ at 2026-10-25T02:27:00.023335

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. NDP Leader David Eby resigns after election defeat.

        V.E.R.I.F.Y. · 2026-10-25T02:21:31.282099
      

unverified Eby apologizes to B.C. NDP MLAs that have lost their jobs in party collapse.

        V.E.R.I.F.Y. · 2026-10-25T02:21:31.282099
      

Cross-Outlet Cluster · I.N.K.

Eby resigns as B.C. NDP leader in concession speech - CTV News 4 articles across outlets

      clustered at 2026-10-25T01:04:30.812411
    

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)

2026-10-25T02:08:33.727154 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 593
}

2026-10-25T02:19:40.434677 bias_v2_scored

payload

{
  "confidence": 0.526,
  "ensemble_band": "left",
  "ensemble_score": -0.684,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.368
}

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