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/colonial_economic_specialization.md

@@ -0,0 +1,64 @@
+---
+entity_slug: colonial_economic_specialization
+evaluator: null
+evaluated_at: '2026-02-23T04:47:10.340412'
+overall_score: 4.4
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly distinguishes colonial economic specialization
+    from general specialization by focusing on natural advantages and colonial contexts.
+    It avoids circularity and identifies specific components (agriculture, raw materials,
+    manufacturing) while maintaining conceptual coherence.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This concept is directly grounded in Smith's arguments in Book IV, Chapter
+    7, where he explicitly advocates for colonies to focus on their natural advantages
+    rather than being forced into artificial diversification by monopoly policies.
+    The entity accurately reflects Smith's position on colonial economic development.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: The "Production" domain assignment is highly appropriate since this concept
+    deals fundamentally with how colonies organize their productive activities and
+    resource allocation. It fits naturally within production theory and economic organization.
+- name: vsm_relevance
+  value: 4.0
+  max_value: 5.0
+  rationale: This entity maps well to S1 (primary operations) as it describes the
+    fundamental productive activities of colonial systems, and partially to S4 (intelligence/adaptation)
+    as it involves responding to environmental advantages. The specialization principle
+    has clear operational implications for viable system design.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: "The entity illuminates an important mechanism in Smith's theory\u2014\
+    how natural advantages should guide economic structure and why forced diversification\
+    \ reduces efficiency. It explains a key structural relationship between geography,\
+    \ comparative advantage, and optimal economic organization rather than merely\
+    \ labeling a phenomenon."
+---
+
+# Evaluation: Colonial Economic Specialization
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly distinguishes colonial economic specialization from general specialization by focusing on natural advantages and colonial contexts. It avoids circularity and identifies specific components (agriculture, raw materials, manufacturing) while maintaining conceptual coherence.
+
+## source_grounding — 5.0 / 5.0
+
+This concept is directly grounded in Smith's arguments in Book IV, Chapter 7, where he explicitly advocates for colonies to focus on their natural advantages rather than being forced into artificial diversification by monopoly policies. The entity accurately reflects Smith's position on colonial economic development.
+
+## domain_placement — 5.0 / 5.0
+
+The "Production" domain assignment is highly appropriate since this concept deals fundamentally with how colonies organize their productive activities and resource allocation. It fits naturally within production theory and economic organization.
+
+## vsm_relevance — 4.0 / 5.0
+
+This entity maps well to S1 (primary operations) as it describes the fundamental productive activities of colonial systems, and partially to S4 (intelligence/adaptation) as it involves responding to environmental advantages. The specialization principle has clear operational implications for viable system design.
+
+## explanatory_value — 4.0 / 5.0
+
+The entity illuminates an important mechanism in Smith's theory—how natural advantages should guide economic structure and why forced diversification reduces efficiency. It explains a key structural relationship between geography, comparative advantage, and optimal economic organization rather than merely labeling a phenomenon.