Audit Trail · Article #1199618

Timeline of search efforts since Parker's disappearance in northwest Calgary

Source article ↗ · Calgary Herald · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-07-21T17:00:53 · ingested 2026-07-21T18:27:23.490543

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

      computed at 2026-07-21T19:38:36.255812
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.254 confidence: 36% valhalla/distilbart-mnli-12-3

      computed at 2026-07-21T15:43:59.658870-04:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.254

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-07-21T19:38:36.255812

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: AB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Here is what has happened in the days since 11-year-old's disappearance

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

        heuristic-v1 · 2026-07-21T18:27:24.160479
      

unverified No verifiable claims detected.

        fact_v1 · 2026-07-22T06:10:55.715475
      

Cross-Outlet Cluster · I.N.K.

Timeline of search efforts since Parker's disappearance in northwest Calgary 1 article across outlets

      clustered at 2026-07-21T18:27:23.774277
    

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)

2026-07-21T18:27:23.490543 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 13757
}

2026-07-21T19:43:59.658870 bias_v2_scored

payload

{
  "confidence": 0.362,
  "ensemble_band": "center",
  "ensemble_score": -0.127,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.254
}

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