Audit Trail · Article #2488133

Head of UN relief praises Canada, calls for accountability in Gaza, Ukraine, Sudan

Source article ↗ · Winnipeg Free Press · outlet lean: center · owner: FP Newspapers (independent local) (independent)

published 2026-11-03T20:05:56 · ingested 2026-11-03T15:23:42.752461

Bias Analysis · B.I.A.S.

LEFT score: -1.00 vv3

triggers: accountability(-0.10×3)

      computed at 2026-11-03T15:23:42.752461
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.255 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-11-03T15:40:05.227121-05:00
    

Ensemble (heuristic + ML v2)

LEFT score: -0.627

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-11-03T15:26:36.728428

Geographic Extraction · L.O.C.A.L.

Country: UA

Province: —

Scope: international

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Head of UN relief praises Canada, calls for accountability in Gaza, Ukraine, Sudan 1 article across outlets

      clustered at 2026-11-03T15:23:42.761326
    

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)

2026-11-03T15:23:42.752461 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: accountability(-0.10\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 13761
}

2026-11-03T15:40:05.227121 bias_v2_scored

payload

{
  "confidence": 0.364,
  "ensemble_band": "left",
  "ensemble_score": -0.627,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.255
}

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