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Audit Trail · Article #2379934

In struggling LA, Mayor Karen Bass fights for 2nd term against democratic socialist-backed Raman - Toronto Star

Source article ↗ · Toronto Star · outlet lean: center-left · owner: Torstar (corporate)
published 2026-10-21T02:28:50.597555 · ingested 2026-10-21T00:28:50.597555
Bias Analysis · B.I.A.S.
RIGHT score: 1.00 confidence: 80% vv3
triggers: socialist(+0.50×3)
Trigger phrases: democratic socialist-backed
computed at 2026-10-21T00:28:50.597555
ML Bias Signal · DistilBERT Zero-Shot (v2)
LEFT score: -0.622 confidence: 89% valhalla/distilbart-mnli-12-3
computed at 2026-10-21T00:37:11.527878-04:00
Ensemble (heuristic + ML v2)
CENTER score: 0.189
Analysis Tier
Tier: quick_v1
Tier-1 at: 2026-10-21T00:40:25.729304
Tier-2 at: —
AI analyzed: ✓ at 2026-10-21T00:32:05.718025
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: ON
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (2)
unverified Karen Bass is running for the mayor's second term in Los Angeles.
V.E.R.I.F.Y. · 2026-10-21T00:40:25.726727
unverified The election involves a democratic socialist candidate named Raman.
V.E.R.I.F.Y. · 2026-10-21T00:40:25.726727
Cross-Outlet Cluster · I.N.K.
In struggling LA, Mayor Karen Bass fights for 2nd term against democratic socialist-backed Raman - Toronto Star 2 articles across outlets
clustered at 2026-10-21T00:28:50.601109
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': 1, 'grade': 'A+', 'note': 'below minimum volume (1 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 · 1 events tracked
Raw Audit Trail (2 events)
  1. ingested
    payload 
    {
  "bias": {
    "band": "right",
    "heuristic_version": "v3",
    "rationale": "triggers: socialist(+0.50\u00d73)",
    "score": 1.0,
    "signal_detected": true
  },
  "source_id": 486
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.889,
  "ensemble_band": "center",
  "ensemble_score": 0.189,
  "label": "left",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": -0.622
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.