Audit Trail · Article #2427547

Gull-Masty still quiet on next steps for controversial bill making changes to Indian Act

Source article ↗ · iPolitics · outlet lean: center · owner: iPolitics Inc. (independent)

published 2026-10-28T10:57:00 · ingested 2026-10-28T07:21:11.217142

Bias Analysis · B.I.A.S.

CENTER score: 0.00 confidence: 85% vv3

The article provides factual updates without taking a clear stance, focusing on the government's response to S-2.

Trigger phrases: looking forwarddetailing next stepscoming soon

      computed at 2026-10-28T07:30:11.181079
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.344 confidence: 49% valhalla/distilbart-mnli-12-3

      computed at 2026-10-28T07:28:46.708893-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.344

Analysis Tier

Tier: quick_v1+full

Tier-1 at: 2026-10-28T07:30:11.181079

Tier-2 at: 2026-10-28T07:30:11.181079

AI analyzed: ✓ at 2026-10-28T07:30:11.181079

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (1)

unverified The PM said Monday that his government "will be coming soon" with a response to S-2, which has been stalled for months in Parliament.

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

        heuristic-v1 · 2026-10-28T07:21:11.232529
      

Cross-Outlet Cluster · I.N.K.

Gull-Masty still quiet on next steps for controversial bill making changes to Indian Act 1 article across outlets

      clustered at 2026-10-28T07:21:11.224597
    

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)

2026-10-28T07:21:11.217142 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": 489
}

2026-10-28T07:28:46.708893 bias_v2_scored

payload

{
  "confidence": 0.491,
  "ensemble_band": "center-right",
  "ensemble_score": 0.344,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.344
}

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