Audit Trail · Article #2352612

NDP says it opened or expanded 250 schools while B.C. Liberals closed 250. Is that accurate?

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

published 2026-10-17T15:00:40 · ingested 2026-10-17T11:09:57.020902

Bias Analysis · B.I.A.S.

LEFT score: -0.50 vv3

The editorial leans towards the NDP's stance by highlighting their school-building claims and critiquing the previous government's actions, which is typical of left-leaning media coverage.

Trigger phrases: NDP Leader David EbyB.C. Liberal government

      computed at 2026-10-17T11:17:32.573140
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.282 confidence: 40% valhalla/distilbart-mnli-12-3

      computed at 2026-10-17T11:16:15.650046-04:00
    

Ensemble (heuristic + ML v2)

LEFT score: -0.641

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-17T11:18:34.578372

Tier-2 at: 2026-10-17T11:17:32.573140

AI analyzed: ✓ at 2026-10-17T11:17:32.573140

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified A former education minister says the claim is highly misleading.

        V.E.R.I.F.Y. · 2026-10-17T11:18:34.573418
      

unverified The BCTF says it's an accurate reflection of the previous government.

        V.E.R.I.F.Y. · 2026-10-17T11:18:34.573418
      

Cross-Outlet Cluster · I.N.K.

NDP says it opened or expanded 250 schools while B.C. Liberals closed 250. Is that accurate? 1 article across outlets

      clustered at 2026-10-17T11:09:57.031493
    

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)

2026-10-17T11:09:57.020902 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d73), liberals(-0.20\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 593
}

2026-10-17T11:16:15.650046 bias_v2_scored

payload

{
  "confidence": 0.403,
  "ensemble_band": "left",
  "ensemble_score": -0.641,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.282
}

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