Audit Trail · Article #2268554

NDP MP calls for emergency debate over White nationalism, anti-Indigenous racism

Source article ↗ · APTN National News · outlet lean: center · owner: APTN (Indigenous-owned) (non_profit)

published 2026-10-05T17:43:00 · ingested 2026-10-05T14:33:29.693693

Bias Analysis · B.I.A.S.

LEFT score: -0.40 confidence: 80% vv3

The article focuses on an NDP MP's call for action against racism, indicating a left-leaning political stance.

Trigger phrases: NDP MPemergency debateWhite nationalismanti-Indigenous racism

      computed at 2026-10-05T15:12:12.880352
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.382 confidence: 55% valhalla/distilbart-mnli-12-3

      computed at 2026-10-05T15:28:42.005352-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.309

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-05T15:12:12.880352

Tier-2 at: 2026-10-05T15:12:12.880352

AI analyzed: ✓ at 2026-10-05T15:12:12.880352

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Leah Gazé calls for an emergency debate on White nationalism.

        fact_v1 · 2026-10-05T15:12:16.487611
      

unverified The event coincides with National Day for Truth and Reconciliation.

        fact_v1 · 2026-10-05T15:12:16.487611
      

unverified An MP is advocating against anti-Indigenous racism.

        fact_v1 · 2026-10-05T15:12:16.487611
      

Cross-Outlet Cluster · I.N.K.

NDP MP calls for emergency debate over White nationalism, anti-Indigenous racism 1 article across outlets

      clustered at 2026-10-05T14:33:29.700636
    

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)

2026-10-05T14:33:29.693693 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: ndp(-0.60\u00d73), reconciliation(-0.30\u00d71), indigenous(-0.25\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 13767
}

2026-10-05T15:28:42.005352 bias_v2_scored

payload

{
  "confidence": 0.546,
  "ensemble_band": "center-left",
  "ensemble_score": -0.309,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.382
}

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