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Audit Trail · Article #2466023

Majority of Metro Vancouver homes selling at below assessed value

Source article ↗ · Vancouver Sun · outlet lean: center-right · owner: Postmedia (corporate)
published 2026-11-01T13:00:09 · ingested 2026-11-01T08:13:59.022920
Bias Analysis · B.I.A.S.
CENTER-LEFT score: -0.20 vv3
The article presents balanced information without leaning towards any particular political stance, but it highlights a situation that could be of concern to home buyers and sellers.
Trigger phrases: selling below assessed valuestruggling residential resale market
computed at 2026-11-01T09:00:27.909242
ML Bias Signal · DistilBERT Zero-Shot (v2)
CENTER score: 0.000 confidence: 76% valhalla/distilbart-mnli-12-3
computed at 2026-11-01T08:54:18.518467-05:00
Ensemble (heuristic + ML v2)
CENTER score: 0.000
Analysis Tier
Tier: quick_v1+full
Tier-1 at: 2026-11-01T09:07:32.473877
Tier-2 at: 2026-11-01T09:43:09.823799
AI analyzed: ✓ at 2026-11-01T09:00:27.909242
Geographic Extraction · L.O.C.A.L.
Country: CA
Province: BC
Scope: provincial
Fact-Check Claims · V.E.R.I.F.Y. (3)
true Three-quarters of homes sold across Metro Vancouver and the Fraser Valley this year have been sold for below their assessed value.
The data from Zealty.ca, a B.C. real estate data platform, is cited as the source.
V.E.R.I.F.Y. · 2026-11-01T09:43:09.823799
true Assessed values reflect July 1, 2025 market values, not October 2026 prices.
Real estate expert Gary Serra explains this distinction in the article.
V.E.R.I.F.Y. · 2026-11-01T09:43:09.823799
true Richmond and New West homes were the worst performers, each selling for, on average, 7.1 per cent below assessed value.
Specific data from Zealty.ca is provided to support this claim.
V.E.R.I.F.Y. · 2026-11-01T09:43:09.823799
Cross-Outlet Cluster · I.N.K.
Majority of Metro Vancouver homes selling at below assessed value 1 article across outlets
clustered at 2026-11-01T08:13:59.034988
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": 593
}
  2. bias_v2_scored
    payload 
    {
  "confidence": 0.757,
  "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.