Audit Trail · Article #2408580

Adam Pankratz: A warning from B.C. — don’t pull an Eby

Source article ↗ · National Post · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-25T15:23:28 · ingested 2026-10-25T11:45:39.445992

Bias Analysis · B.I.A.S.

CENTER score: -0.80 confidence: 95% vv3

The article portrays the NDP's loss as a significant political failure, emphasizing negative outcomes and using strong language like 'devastating,' 'massive self-inflicted failure,' and 'stunning backfire.'

Trigger phrases: massive self-inflicted failuregreatest political blunder in Canadian historyelectoral routvoters of British Columbia roundly and unequivocally saying to David Eby

      computed at 2026-10-25T11:50:58.410171
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.383 confidence: 55% valhalla/distilbart-mnli-12-3

      computed at 2026-10-25T11:49:16.134032-04:00
    

Ensemble (heuristic + ML v2)

LEFT score: -0.692

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-25T11:50:58.410171

Tier-2 at: 2026-10-25T11:50:58.410171

AI analyzed: ✓ at 2026-10-25T11:50:58.410171

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified No verifiable claims detected.

        fact_v1 · 2026-10-25T11:51:07.429834
      

Cross-Outlet Cluster · I.N.K.

Adam Pankratz: A warning from B.C. — don’t pull an Eby 1 article across outlets

      clustered at 2026-10-25T11:45:39.456522
    

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)

2026-10-25T11:45:39.445992 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d71)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 487
}

2026-10-25T11:49:16.134032 bias_v2_scored

payload

{
  "confidence": 0.547,
  "ensemble_band": "left",
  "ensemble_score": -0.692,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.383
}

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