Audit Trail · Article #2450302

Opinion: Governments are failing Edmonton's homeless

Source article ↗ · Edmonton Journal · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-10-30T18:00:01 · ingested 2026-10-30T14:29:45.039727

Bias Analysis · B.I.A.S.

LEFT score: -0.80 confidence: 90% vv3

The article presents a critical view of government performance in addressing homelessness, indicating dissatisfaction and calling for action.

Trigger phrases: governments are failingwaiting is deadly

      computed at 2026-10-30T14:29:45.039727
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.262 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-10-30T14:34:36.914320-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.262

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-30T14:37:24.224987

Tier-2 at: 2026-10-30T14:48:52.623941

AI analyzed: ✓ at 2026-10-30T14:37:24.224987

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

true There are more people experiencing homelessness than there are supportive housing units for them to move into.

The claim directly addresses a current issue and is supported by the statement that people wait 'sometimes for months, sometimes for years'.

        V.E.T. · 2026-10-30T14:48:52.623941
      

true Last year 349 people died while homeless — in the richest province in Canada.

The statistics provided about deaths among homeless individuals is specific and could be cross-referenced with official government or research reports.

        V.E.T. · 2026-10-30T14:48:52.623941
      

Cross-Outlet Cluster · I.N.K.

Opinion: Governments are failing Edmonton's homeless 1 article across outlets

      clustered at 2026-10-30T14:29:45.051216
    

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)

2026-10-30T14:29:45.039727 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 NO SIGNAL DETECTED (not a centrist finding)",
    "score": 0.0,
    "signal_detected": false
  },
  "source_id": 13758
}

2026-10-30T14:34:36.914320 bias_v2_scored

payload

{
  "confidence": 0.374,
  "ensemble_band": "center-right",
  "ensemble_score": 0.262,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.262
}

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