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_diversification.md

@@ -0,0 +1,64 @@
+---
+entity_slug: colonial_economic_diversification
+evaluator: null
+evaluated_at: '2026-02-23T04:45:32.216116'
+overall_score: 4.2
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly distinguishes between natural and artificial economic
+    diversification in colonies, providing a specific concept rather than a vague
+    umbrella term. The distinction between efficiency-enhancing natural diversification
+    and efficiency-reducing forced diversification is well-articulated.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity is directly grounded in Smith's analysis in Book IV, Chapter
+    7, where he explicitly discusses how monopoly policies force artificial diversification
+    in colonies against their natural advantages. The concept accurately reflects
+    Smith's distinction between natural economic development and policy-imposed distortions.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: The "Production" domain assignment is correct, as this concept deals
+    with how colonies organize their productive activities and the efficiency implications
+    of different approaches to economic specialization. It fits naturally within production
+    economics rather than trade or distribution domains.
+- name: vsm_relevance
+  value: 3.0
+  max_value: 5.0
+  rationale: This entity has some relevance to VSM systems, particularly S1 (primary
+    operations) regarding how productive activities are organized, and S4 (adaptation)
+    regarding responses to policy constraints. However, it's more of a descriptive
+    economic phenomenon than a clear cybernetic function.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: The entity provides genuine explanatory power by illuminating the mechanism
+    through which monopoly policies distort colonial economies away from their natural
+    comparative advantages. It explains a structural relationship between policy intervention
+    and economic efficiency rather than merely naming a surface phenomenon.
+---
+
+# Evaluation: Colonial Economic Diversification
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly distinguishes between natural and artificial economic diversification in colonies, providing a specific concept rather than a vague umbrella term. The distinction between efficiency-enhancing natural diversification and efficiency-reducing forced diversification is well-articulated.
+
+## source_grounding — 5.0 / 5.0
+
+This entity is directly grounded in Smith's analysis in Book IV, Chapter 7, where he explicitly discusses how monopoly policies force artificial diversification in colonies against their natural advantages. The concept accurately reflects Smith's distinction between natural economic development and policy-imposed distortions.
+
+## domain_placement — 5.0 / 5.0
+
+The "Production" domain assignment is correct, as this concept deals with how colonies organize their productive activities and the efficiency implications of different approaches to economic specialization. It fits naturally within production economics rather than trade or distribution domains.
+
+## vsm_relevance — 3.0 / 5.0
+
+This entity has some relevance to VSM systems, particularly S1 (primary operations) regarding how productive activities are organized, and S4 (adaptation) regarding responses to policy constraints. However, it's more of a descriptive economic phenomenon than a clear cybernetic function.
+
+## explanatory_value — 4.0 / 5.0
+
+The entity provides genuine explanatory power by illuminating the mechanism through which monopoly policies distort colonial economies away from their natural comparative advantages. It explains a structural relationship between policy intervention and economic efficiency rather than merely naming a surface phenomenon.