Audit Trail · Article #2298904

📈 Conservatives, stand up

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

published 2026-10-08T21:18:35 · ingested 2026-10-08T18:03:28.932574

Bias Analysis · B.I.A.S.

RIGHT score: 1.00 vv3

triggers: conservatives(+0.50×3)

      computed at 2026-10-08T18:03:28.932574
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.606 confidence: 86% valhalla/distilbart-mnli-12-3

      computed at 2026-10-08T18:19:19.942921-04:00
    

Ensemble (heuristic + ML v2)

RIGHT score: 0.803

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-08T18:20:59.748282

Tier-2 at: —

AI analyzed: ✓ at 2026-10-08T18:12:14.390942

Geographic Extraction · L.O.C.A.L.

Country: —

Province: —

Scope: unmappable

Fact-Check Claims · V.E.R.I.F.Y. (3)

unverified Welcome back to Economic Insights!

        V.E.R.I.F.Y. · 2026-10-08T18:20:59.742460
      

unverified Conservatives are encouraged.

        V.E.R.I.F.Y. · 2026-10-08T18:20:59.742460
      

unverified The article title is positive.

        V.E.R.I.F.Y. · 2026-10-08T18:20:59.742460
      

Cross-Outlet Cluster · I.N.K.

📈 Conservatives, stand up 1 article across outlets

      clustered at 2026-10-08T18:03:28.939210
    

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)

2026-10-08T18:03:28.932574 ingested

payload

{
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: conservatives(+0.50\u00d73)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 489
}

2026-10-08T18:19:19.942921 bias_v2_scored

payload

{
  "confidence": 0.865,
  "ensemble_band": "right",
  "ensemble_score": 0.803,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.606
}

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