Audit Trail · Article #2385897

News of the day: A year after boy was killed by dump truck, Overbrook residents are still waiting for new safety measures; Half of Public Service Alliance of Canada members set to vote on strike mandate'Parks Canada facing yet another round of layoffs

Source article ↗ · Ottawa Citizen · outlet lean: center · owner: Postmedia (corporate)

published 2026-10-21T21:00:29 · ingested 2026-10-21T17:35:59.787441

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-21T17:35:59.787441
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.253 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-10-21T17:41:37.933433-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.253

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-21T17:41:35.834804

Tier-2 at: —

AI analyzed: ✓ at 2026-10-21T17:38:19.134498

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified A year has passed since a child was killed by a dump truck in Overbrook.

        V.E.R.I.F.Y. · 2026-10-21T17:41:35.830528
      

unverified Two construction companies are facing charges under the Occupational Health and Safety Act regarding a fatal accident involving a five-year-old boy.

        V.E.R.I.F.Y. · 2026-10-21T17:41:35.830528
      

unverified Overbrook residents have been waiting for new safety measures to prevent similar incidents.

        V.E.R.I.F.Y. · 2026-10-21T17:41:35.830528
      

Cross-Outlet Cluster · I.N.K.

News of the day: A year after boy was killed by dump truck, Overbrook residents are still waiting for new safety measures; Half of Public Service Alliance of Canada members set to vote on strike mandate'Parks Canada facing yet another round of layoffs 1 article across outlets

      clustered at 2026-10-21T17:35:59.795259
    

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': 2, 'grade': 'A+', 'note': 'below minimum volume (2 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 · 2 events tracked

Raw Audit Trail (2 events)

2026-10-21T17:35:59.787441 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": 595
}

2026-10-21T17:41:37.933433 bias_v2_scored

payload

{
  "confidence": 0.361,
  "ensemble_band": "center-right",
  "ensemble_score": 0.253,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.253
}

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