Audit Trail · Article #2436800

Yarmouth County business community celebrated

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)

published 2026-10-29T10:35:53 · ingested 2026-10-29T06:45:58.299500

Bias Analysis · B.I.A.S.

RIGHT score: 1.00 confidence: 80% vv3

triggers: entrepreneurs(+0.15×1)

      computed at 2026-10-29T06:45:58.299500
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

CENTER score: 0.000 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-10-29T06:48:32.249332-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.500

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✓ at 2026-10-29T06:47:14.849803

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified There was a sold-out crowd on hand for the Yarmouth & Area Chamber of Commerce 2026 Yarmouth Business Awards on Oct

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

        heuristic-v1 · 2026-10-29T06:45:58.313555
      

unverified Presented by RBC and Doane Grant Thornton, the annual gala recognized businesses, entrepreneurs, and organizations across 13 award categories, celebrating their contributions to the region’s economy and community life

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

        heuristic-v1 · 2026-10-29T06:45:58.313555
      

Cross-Outlet Cluster · I.N.K.

Yarmouth County business community celebrated 1 article across outlets

      clustered at 2026-10-29T06:45:58.307099
    

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)

2026-10-29T06:45:58.299500 ingested

payload

{
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: entrepreneurs(+0.15\u00d71)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 13771
}

2026-10-29T06:48:32.249332 bias_v2_scored

payload

{
  "confidence": 0.368,
  "ensemble_band": "center-right",
  "ensemble_score": 0.5,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}

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