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>

examples/infospace-with-history/output/evaluations/national_capital_composition.md

@@ -0,0 +1,65 @@
+---
+entity_slug: national_capital_composition
+evaluator: null
+evaluated_at: '2026-02-23T05:57:00.896993'
+overall_score: 4.2
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly distinguishes between fixed and circulating capital
+    components and makes the specific point about money's limited role in total national
+    capital. It avoids circularity and captures a distinct analytical framework for
+    understanding national productive capacity.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This concept is directly grounded in Smith's detailed analysis in Book
+    IV, Chapter 1, where he systematically breaks down the components of national
+    stock and argues against the mercantile overemphasis on money. The distinction
+    between fixed and circulating capital and the critique of bullion-focused thinking
+    are central themes in the source text.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: The "Accumulation" domain is perfectly appropriate since this entity
+    concerns how nations build up and organize their productive capital stock over
+    time. This is fundamentally about the accumulation and composition of wealth-generating
+    assets.
+- name: vsm_relevance
+  value: 3.0
+  max_value: 5.0
+  rationale: This entity has moderate VSM relevance, primarily mapping to S1 (the
+    actual productive operations that fixed and circulating capital enable) and potentially
+    S3 (internal resource allocation and management). However, it's more of a structural
+    inventory concept than a dynamic system component.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: This entity provides significant explanatory power by revealing the structural
+    composition of productive capacity and explaining why mercantile focus on money
+    accumulation misses the larger picture of wealth creation. It illuminates the
+    mechanism by which different types of capital contribute to national prosperity.
+---
+
+# Evaluation: National Capital Composition
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly distinguishes between fixed and circulating capital components and makes the specific point about money's limited role in total national capital. It avoids circularity and captures a distinct analytical framework for understanding national productive capacity.
+
+## source_grounding — 5.0 / 5.0
+
+This concept is directly grounded in Smith's detailed analysis in Book IV, Chapter 1, where he systematically breaks down the components of national stock and argues against the mercantile overemphasis on money. The distinction between fixed and circulating capital and the critique of bullion-focused thinking are central themes in the source text.
+
+## domain_placement — 5.0 / 5.0
+
+The "Accumulation" domain is perfectly appropriate since this entity concerns how nations build up and organize their productive capital stock over time. This is fundamentally about the accumulation and composition of wealth-generating assets.
+
+## vsm_relevance — 3.0 / 5.0
+
+This entity has moderate VSM relevance, primarily mapping to S1 (the actual productive operations that fixed and circulating capital enable) and potentially S3 (internal resource allocation and management). However, it's more of a structural inventory concept than a dynamic system component.
+
+## explanatory_value — 4.0 / 5.0
+
+This entity provides significant explanatory power by revealing the structural composition of productive capacity and explaining why mercantile focus on money accumulation misses the larger picture of wealth creation. It illuminates the mechanism by which different types of capital contribute to national prosperity.