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Audit Trail · Article #2475434

Knitting the famous 'Below' sweater and other knit tricks from a NL home

Source article ↗ · SaltWire Network · outlet lean: center · owner: Postmedia (ex-SaltWire, 2024) (corporate)
published 2026-11-02T14:04:46 · ingested 2026-11-02T09:23:45.377679
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.20 vv3
The article is factual and does not contain overtly biased language, but the narrative focuses on a woman's personal journey rather than broader societal issues.
Trigger phrases: famous 'Below' sweaterknitting since kindergarten
computed at 2026-11-02T09:32:55.573387
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 44% valhalla/distilbart-mnli-12-3
computed at 2026-11-02T09:32:12.168732-05:00
Ensemble (heuristic + ML v2)
CENTER score: 0.000
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-11-02T09:37:27.704193
Tier-2 at: 2026-11-02T09:51:52.432221
AI analyzed: ✓ at 2026-11-02T09:32:55.573387
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: NS
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true Barbara Harpur has been knitting since she was in kindergarten.
The article provides a clear timeline of Harpur's involvement with knitting from an early age.
A.X.I.O.M. · 2026-11-02T09:51:52.432221
true Harpur created the Guernsey V-neck cardigan worn by Andy Jones in Netflix’s Below.
This claim is explicitly stated and supported by information provided.
A.X.I.O.M. · 2026-11-02T09:51:52.432221
true Kevin Spacey wore one of Harpur's designs in The Shipping News (2001).
The article mentions this fact without any contradicting evidence.
A.X.I.O.M. · 2026-11-02T09:51:52.432221
Cross-Outlet Cluster · I.N.K.
Knitting the famous 'Below' sweater and other knit tricks from a NL home 1 article across outlets
clustered at 2026-11-02T09:23:45.438071
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)
  1. 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": 13771
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.44,
  "ensemble_band": "center",
  "ensemble_score": 0.0,
  "label": "center",
  "model": "valhalla/distilbart-mnli-12-3",
  "score": 0.0
}
Every signal computed about this article, with timestamps. Source for the transparency promise behind our methodology.