Audit Trail · Article #995318

A Naramata retreat designed to stand strong and touch down lightly

Source article ↗ · Vancouver Sun · outlet lean: center-right · owner: Postmedia (corporate)

published 2026-07-09T17:24:52 · ingested 2026-07-09T18:11:31.230021

Bias Analysis · B.I.A.S.

LEFT score: -1.00 vv3

triggers: ndp(-0.60×1)

      computed at 2026-08-31T22:05:27.891668
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

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

      computed at 2026-07-09T14:56:32.076500-04:00
    

Ensemble (heuristic + ML v2)

CENTER score: -0.127

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-07-09T18:42:54.968021

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: BC

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified sg_architecture created a home

The statement directly attributes the design of the home to sg_architecture based on information provided in the article.

        fact_v1 · 2026-07-09T18:43:27.868843
      

unverified No verifiable claims detected.

        fact_v1 · 2026-07-09T18:44:00.692750
      

Cross-Outlet Cluster · I.N.K.

A Naramata retreat designed to stand strong and touch down lightly 1 article across outlets

      clustered at 2026-07-09T18:11:31.538985
    

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)

2026-07-09T18:11:31.230021 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 593
}

2026-07-09T18:56:32.076500 bias_v2_scored

payload

{
  "confidence": 0.362,
  "ensemble_band": "center",
  "ensemble_score": -0.127,
  "label": "left",
  "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.