Audit Trail · Article #2398320

Liberal MP Giovanna Mingarelli marks Global Dignity Day with call for more kindness on the Hill

Source article ↗ · iPolitics · outlet lean: center · owner: iPolitics Inc. (independent)

published 2026-10-23T17:46:45 · ingested 2026-10-23T14:30:15.323653

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 85% vv3

The article presents a balanced view without clear bias towards any political side but focuses on the positive actions of an MP, which might slightly lean centrist.

Trigger phrases: call for more kindnessLiberal MP

      computed at 2026-10-23T14:30:15.323653
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.375 confidence: 54% valhalla/distilbart-mnli-12-3

      computed at 2026-10-23T14:46:43.829758-04:00
    

Ensemble (heuristic + ML v2)

LEFT score: -0.688

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-23T14:46:36.734805

Tier-2 at: 2026-11-01T01:12:39.917295

AI analyzed: ✓ at 2026-10-23T14:36:35.760129

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (1)

true Giovanna Mingarelli marks Global Dignity Day with a call for more kindness on the Hill.

The article directly states this action by the MP, and it is presented as factual.

        R.A.N.G.E.R. · 2026-11-01T01:12:39.917295
      

Cross-Outlet Cluster · I.N.K.

Liberal MP Giovanna Mingarelli marks Global Dignity Day with call for more kindness on the Hill 1 article across outlets

      clustered at 2026-10-23T14:30:15.336565
    

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)

2026-10-23T14:30:15.323653 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: liberal(-0.15\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 489
}

2026-10-23T14:46:43.829758 bias_v2_scored

payload

{
  "confidence": 0.535,
  "ensemble_band": "left",
  "ensemble_score": -0.688,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.375
}

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