Audit Trail · Article #2432002

How an email gone wrong saw an NDP MHA kicked out of NL legislature

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)

published 2026-10-28T21:36:30 · ingested 2026-10-28T17:45:02.937251

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 80% vv3

The article presents a political disagreement between the NDP and the Housing Minister, which is typically left-leaning in Canadian politics.

Trigger phrases: NDP MHAhousing ministerunparliamentary language

      computed at 2026-10-28T17:45:02.937251
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.424 confidence: 60% valhalla/distilbart-mnli-12-3

      computed at 2026-10-28T18:21:59.349003-04:00
    

Ensemble (heuristic + ML v2)

LEFT score: -0.712

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-28T18:25:41.856325

Tier-2 at: 2026-10-28T18:56:10.474372

AI analyzed: ✓ at 2026-10-28T18:25:41.856325

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true O'Leary was removed from the House of Assembly over unparliamentary language directed at Chris Tibbs.

The article clearly states that O'Leary was kicked out for her use of language, and details are provided.

        V.E.R.I.F.Y. · 2026-10-28T18:56:10.474372
      

true Tibbs claims there was a lack of respect from the NDP caucus towards the NLHC.

The article quotes Tibbs directly making this claim.

        V.E.R.I.F.Y. · 2026-10-28T18:56:10.474372
      

Cross-Outlet Cluster · I.N.K.

How an email gone wrong saw an NDP MHA kicked out of NL legislature 1 article across outlets

      clustered at 2026-10-28T17:45:02.950573
    

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)

2026-10-28T17:45:02.937251 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 13771
}

2026-10-28T18:21:59.349003 bias_v2_scored

payload

{
  "confidence": 0.605,
  "ensemble_band": "left",
  "ensemble_score": -0.712,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.424
}

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