feat(example): add per-entity LLM evaluations for 985 WoN entities (S3.3)
Batch evaluation of all 988 entities via OpenRouter. 984 succeeded on first pass; 3 failed (network errors). eval-summary --update-metrics written with per_entity_mean=3.9556. Viability dashboard: 6/6 PASS redundancy_ratio 0.0061 (max 0.10) coverage_ratio 0.6190 (min 0.40) coherence_comps 0.0000 (max 3) consistency_cycles 0.0000 (max 0) granularity_entropy 2.6748 (min 1.0) per_entity_mean 3.9556 (min 3.5) Dimension breakdown (mean across 985 entities): definition_precision 3.62 source_grounding 4.36 domain_placement 4.56 vsm_relevance 3.31 explanatory_value 3.94 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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entity_slug: bank_economic_development_metrics
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evaluator: null
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evaluated_at: '2026-02-23T00:38:42.345058'
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overall_score: 2.6
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scores:
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- name: definition_precision
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value: 2.0
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max_value: 5.0
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rationale: The definition is vague and umbrella-like, listing broad categories ("capital
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allocation efficiency, transaction cost reduction, financial innovation impact")
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without clearly defining what constitutes these metrics or how they're measured.
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It reads more like a modern economic framework than a precise concept from Smith's
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work.
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- name: source_grounding
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value: 2.0
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max_value: 5.0
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rationale: While Smith discusses banking's role in economic development in Book
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II, Chapter 2, he doesn't present a systematic framework of "metrics" for evaluating
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banking performance in the modern sense implied here. This appears to impose contemporary
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economic measurement concepts onto Smith's more descriptive analysis.
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- name: domain_placement
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value: 4.0
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max_value: 5.0
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rationale: The "Accumulation" domain is appropriate since Book II, Chapter 2 deals
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with how banking facilitates capital accumulation and economic growth. The entity
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correctly identifies this as part of the broader accumulation process Smith describes.
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- name: vsm_relevance
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value: 3.0
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max_value: 5.0
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rationale: This entity could map to S3 (internal regulation/audit) as it involves
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measurement and evaluation systems, but the metrics themselves are too abstract
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and don't clearly represent operational elements of a viable system. It's more
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of a meta-analytical framework than a system component.
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- name: explanatory_value
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value: 2.0
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max_value: 5.0
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rationale: The entity doesn't illuminate specific mechanisms Smith describes but
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rather creates a modern analytical overlay that obscures his actual insights about
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banking's role. It names categories without explaining the underlying economic
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relationships Smith actually discusses.
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---
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# Evaluation: Bank Economic Development Metrics
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## definition_precision — 2.0 / 5.0
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The definition is vague and umbrella-like, listing broad categories ("capital allocation efficiency, transaction cost reduction, financial innovation impact") without clearly defining what constitutes these metrics or how they're measured. It reads more like a modern economic framework than a precise concept from Smith's work.
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## source_grounding — 2.0 / 5.0
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While Smith discusses banking's role in economic development in Book II, Chapter 2, he doesn't present a systematic framework of "metrics" for evaluating banking performance in the modern sense implied here. This appears to impose contemporary economic measurement concepts onto Smith's more descriptive analysis.
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## domain_placement — 4.0 / 5.0
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The "Accumulation" domain is appropriate since Book II, Chapter 2 deals with how banking facilitates capital accumulation and economic growth. The entity correctly identifies this as part of the broader accumulation process Smith describes.
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## vsm_relevance — 3.0 / 5.0
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This entity could map to S3 (internal regulation/audit) as it involves measurement and evaluation systems, but the metrics themselves are too abstract and don't clearly represent operational elements of a viable system. It's more of a meta-analytical framework than a system component.
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## explanatory_value — 2.0 / 5.0
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The entity doesn't illuminate specific mechanisms Smith describes but rather creates a modern analytical overlay that obscures his actual insights about banking's role. It names categories without explaining the underlying economic relationships Smith actually discusses.
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