Audit Trail · Article #2374301

A new Beatles attraction is coming to Liverpool as interest in the Fab Four surges

Source article ↗ · Winnipeg Free Press · outlet lean: center · owner: FP Newspapers (independent local) (independent)

published 2026-10-20T15:32:47 · ingested 2026-10-20T11:58:53.305759

Bias Analysis · B.I.A.S.

CENTER score: 0.00 vv3

triggers: none — NO SIGNAL DETECTED (not a centrist finding)

      computed at 2026-10-20T11:58:53.305759
    

ML Bias Signal · DistilBERT Zero-Shot (v2)

RIGHT score: 0.257 confidence: 37% valhalla/distilbart-mnli-12-3

      computed at 2026-10-20T12:08:32.725197-04:00
    

Ensemble (heuristic + ML v2)

CENTER RIGHT score: 0.257

Analysis Tier

Tier: quick_v1

Tier-1 at: 2026-10-20T12:09:05.732193

Tier-2 at: —

AI analyzed: ✓ at 2026-10-20T12:07:19.587383

Geographic Extraction · L.O.C.A.L.

Country: CA

Province: MB

Scope: provincial

Fact-Check Claims · V.E.R.I.F.Y. (6)

unverified A new Beatles attraction is set to open in Liverpool.

        fact_v1 · 2026-10-20T12:07:27.128393
      

unverified The interest in The Beatles has increased significantly.

        fact_v1 · 2026-10-20T12:07:27.128393
      

unverified The Fab Four's fans are excited about the upcoming addition.

        fact_v1 · 2026-10-20T12:07:27.128393
      

unverified The Beatles' popularity has increased recently.

        V.E.R.I.F.Y. · 2026-10-20T12:09:05.728044
      

unverified A new attraction featuring The Beatles is being planned for Liverpool.

        V.E.R.I.F.Y. · 2026-10-20T12:09:05.728044
      

unverified This could potentially attract more visitors to the city.

        V.E.R.I.F.Y. · 2026-10-20T12:09:05.728044
      

Cross-Outlet Cluster · I.N.K.

A new Beatles attraction is coming to Liverpool as interest in the Fab Four surges 1 article across outlets

      clustered at 2026-10-20T11:58:53.314501
    

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)

2026-10-20T11:58:53.305759 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": 13761
}

2026-10-20T12:08:32.725197 bias_v2_scored

payload

{
  "confidence": 0.367,
  "ensemble_band": "center-right",
  "ensemble_score": 0.257,
  "label": "right",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.257
}

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