Audit Trail · Article #2493576

Wednesday's letters: City should finish Blatchford first

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

published 2026-11-04T10:00:51 · ingested 2026-11-04T05:23:39.829463

Bias Analysis · B.I.A.S.

CENTER-LEFT score: -0.20 confidence: 80% vv3

The text advocates for the city to complete development in Blatchford Field, implying criticism of current efforts or lack thereof.

Trigger phrases: acres upon acres of empty spacetotal misuse

      computed at 2026-11-04T06:59:37.924269
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.249 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-11-04T07:50:55.468605-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.225

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-04T06:59:37.924269

Tier-2 at: 2026-11-04T06:59:37.924269

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Blatchford Field currently has acres of empty space that have not been developed by the city.

        V.E.R.I.F.Y. · 2026-11-04T05:59:39.582699
      

unverified The development of Blatchford Field is a blot on the landscape.

        V.E.R.I.F.Y. · 2026-11-04T05:59:39.582699
      

Cross-Outlet Cluster · I.N.K.

Wednesday's letters: City should finish Blatchford first 1 article across outlets

      clustered at 2026-11-04T05:23:39.838102
    

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)

2026-11-04T05:23:39.829463 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
}

2026-11-04T07:50:55.468605 bias_v2_scored

payload

{
  "confidence": 0.355,
  "ensemble_band": "center-left",
  "ensemble_score": -0.225,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.249
}

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