Audit Trail · Article #811060

Serena Williams’ daughters see how hard she’s working for Wimbledon return - Toronto Star

Source article ↗ · Toronto Star · outlet lean: center-left · owner: Torstar (corporate)

published 2026-06-25T21:49:15 · ingested 2026-06-26T01:20:15.113350

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — defaulted center

      computed at 2026-06-26T01:20:15.113350
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.265 confidence: 38% valhalla/distilbart-mnli-12-3

      computed at 2026-06-26T03:46:30.814787+00:00
    

Ensemble (heuristic + ML v2)

CENTER score: 0.133

Analysis Tier

Tier: pending

Tier-1 at: —

Tier-2 at: —

AI analyzed: ✗

Geographic Extraction · L.O.C.A.L.

Country: —

Province: ON

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (0)

No claims extracted yet.

Cross-Outlet Cluster · I.N.K.

Serena Williams’ daughters see how hard she’s working for Wimbledon return - Toronto Star 1 article across outlets

      clustered at 2026-06-26T01:20:15.259072
    

Governance — C.R.E.E.D.

A+

overall grade

99.5

By Category

Accountability {'events': 1822, 'grade': 'A+', 'score': 98.1}

Environmental {'events': 2, 'grade': 'F', 'note': 'insufficient data (2 events; minimum 100 to count toward overall)', 'provisional': True, 'score': 40.0}

Fairness {'events': 231564, 'grade': 'A+', 'score': 100.0}

Privacy {'events': 7941, 'grade': 'A+', 'score': 99.8}

Safety {'events': 558, 'grade': 'A+', 'score': 100.0}

Transparency {'events': 3590, 'grade': 'A+', 'score': 99.7}

Ethics audit by C.R.E.E.D. Institute · 245609 events tracked

Raw Audit Trail (2 events)

2026-06-26T01:20:15.113350 ingested

payload

{
  "bias": {
    "band": "center",
    "heuristic_version": "v3",
    "rationale": "triggers: none \u2014 defaulted center",
    "score": 0.0
  },
  "source_id": 486
}

2026-06-26T03:46:30.814787 bias_v2_scored

payload

{
  "confidence": 0.378,
  "ensemble_band": "center",
  "ensemble_score": 0.133,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.265
}

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