Audit Trail · Article #2474317

Man accused of attempted murder denied bail in Beechville domestic violence case

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

published 2026-11-02T11:16:50 · ingested 2026-11-02T06:32:33.061917

Bias Analysis · B.I.A.S.

CENTER score: -0.20 confidence: 80% vv3

The article focuses on a criminal case and does not include subjective opinions or bias towards any political ideology.

Trigger phrases: accused of attempted murderdenied bail

      computed at 2026-11-02T08:11:28.718014
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

LEFT score: -0.301 confidence: 43% valhalla/distilbart-mnli-12-3

      computed at 2026-11-02T08:09:25.013122-05:00
    

Ensemble (heuristic + ML v2)

CENTER LEFT score: -0.301

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-11-02T08:11:28.718014

Tier-2 at: 2026-11-02T08:11:28.718014

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: NS

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (2)

unverified Varyam Singh, 25, faces eight charges from Sept

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

        heuristic-v1 · 2026-11-02T06:32:33.089022
      

unverified 14 incident, including attempted murder

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

        heuristic-v1 · 2026-11-02T06:32:33.089022
      

Cross-Outlet Cluster · I.N.K.

Man accused of attempted murder denied bail in Beechville domestic violence case 1 article across outlets

      clustered at 2026-11-02T06:32:33.074535
    

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)

2026-11-02T06:32:33.061917 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": 13771
}

2026-11-02T08:09:25.013122 bias_v2_scored

payload

{
  "confidence": 0.431,
  "ensemble_band": "center-left",
  "ensemble_score": -0.301,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.301
}

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