Audit Trail · Article #2508715

Winnipeg’s Centennial Concert Hall hall under fire: Indigenous teacher alleges racial profiling

Source article ↗ · Turtle Island News · outlet lean: center · owner: Turtle Island News (non_profit)

published 2026-11-06T13:55:29 · ingested 2026-11-06T09:13:24.012266

Bias Analysis · B.I.A.S.

LEFT score: -1.00 vv3

triggers: indigenous(-0.25×3)

      computed at 2026-11-06T09:13:24.012266
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 44% valhalla/distilbart-mnli-12-3

      computed at 2026-11-06T11:02:18.278452-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.500

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-11-06T09:21:22.051375

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: MB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified Seven Oaks School Division administration has requested a meeting with management of the downtown venue to discuss allegations of racial profiling reported by the teacher and a colleague who witnessed security guards confront her

Rule-based: source_credibility=False, has_stat=False, hedged=True

        heuristic-v1 · 2026-11-06T09:13:24.040097
      

Cross-Outlet Cluster · I.N.K.

Winnipeg’s Centennial Concert Hall hall under fire: Indigenous teacher alleges racial profiling 1 article across outlets

      clustered at 2026-11-06T09:13:24.031470
    

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)

2026-11-06T09:13:24.012266 ingested

payload

{
  "bias": {
    "band": "left",
    "heuristic_version": "v3",
    "rationale": "triggers: indigenous(-0.25\u00d73)",
    "score": -1.0,
    "signal_detected": true
  },
  "source_id": 14343
}

2026-11-06T11:02:18.278452 bias_v2_scored

payload

{
  "confidence": 0.435,
  "ensemble_band": "center-left",
  "ensemble_score": -0.5,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

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