Audit Trail · Article #2448124

Opinion: The NDP lost their way and paid the price

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

published 2026-10-30T13:00:53 · ingested 2026-10-30T09:29:51.957478

Bias Analysis · B.I.A.S.

LEFT score: -0.60 confidence: 80% vv3

The article criticizes the NDP's fiscal responsibility and suggests they lost their way, which leans left as it critiques a political party.

Trigger phrases: short-term partisan gaincompromised its thin majority

      computed at 2026-10-30T09:29:51.957478
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.353 confidence: 50% valhalla/distilbart-mnli-12-3

      computed at 2026-10-30T10:23:24.121157-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.514

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-30T09:46:26.825083

Tier-2 at: 2026-10-30T11:22:06.312411

AI analyzed: ✓ at 2026-10-30T09:32:06.532225

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

mixed By putting short-term partisan gain ahead of fiscal responsibility, the NDP compromised its thin majority.

This statement is subjective and not objectively verifiable without additional evidence or context.

        V.E.T. · 2026-10-30T11:22:06.312411
      

Cross-Outlet Cluster · I.N.K.

Opinion: The NDP lost their way and paid the price 1 article across outlets

      clustered at 2026-10-30T09:29:51.965095
    

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)

2026-10-30T09:29:51.957478 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d73), fiscal responsibility(+0.35\u00d71)",
    "score": -0.674,
    "signal_detected": true
  },
  "source_id": 593
}

2026-10-30T10:23:24.121157 bias_v2_scored

payload

{
  "confidence": 0.504,
  "ensemble_band": "center-left",
  "ensemble_score": -0.514,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.353
}

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