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/colony_economic_freedom.md

@@ -0,0 +1,68 @@
+---
+entity_slug: colony_economic_freedom
+evaluator: null
+evaluated_at: '2026-02-23T04:52:43.572510'
+overall_score: 4.2
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly distinguishes colony economic freedom from metropolitan
+    control, specifying key elements like trade, investment, and development according
+    to comparative advantage. It avoids circularity and captures a distinct concept,
+    though it could be slightly more precise about what constitutes "constraints by
+    metropolitan economic interests."
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity is strongly grounded in Smith's actual arguments in Book
+    V, Chapter 3, where he explicitly discusses colonial economic policy and advocates
+    for greater freedom for colonies to pursue their economic interests. Smith directly
+    argues that such freedom would benefit both colonies and mother countries through
+    more efficient resource allocation.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: The "Regulation" domain assignment is highly appropriate, as colonial
+    economic freedom fundamentally concerns the regulatory framework governing colonial
+    trade, investment, and economic development. This is clearly a matter of economic
+    regulation and policy rather than production, exchange, or distribution per se.
+- name: vsm_relevance
+  value: 3.0
+  max_value: 5.0
+  rationale: This entity has moderate VSM relevance, primarily mapping to S4 (intelligence/environmental
+    adaptation) as it concerns how economic systems adapt to local conditions and
+    comparative advantages. However, it also touches on S5 (identity/policy) regarding
+    the fundamental policy framework governing colonial economies, making it somewhat
+    distributed across systems.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: The entity provides strong explanatory value by illuminating the structural
+    relationship between metropolitan control and colonial economic efficiency. It
+    helps explain Smith's mechanism whereby reducing regulatory constraints allows
+    better resource allocation and mutual benefit, rather than merely naming a policy
+    preference.
+---
+
+# Evaluation: Colony Economic Freedom
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly distinguishes colony economic freedom from metropolitan control, specifying key elements like trade, investment, and development according to comparative advantage. It avoids circularity and captures a distinct concept, though it could be slightly more precise about what constitutes "constraints by metropolitan economic interests."
+
+## source_grounding — 5.0 / 5.0
+
+This entity is strongly grounded in Smith's actual arguments in Book V, Chapter 3, where he explicitly discusses colonial economic policy and advocates for greater freedom for colonies to pursue their economic interests. Smith directly argues that such freedom would benefit both colonies and mother countries through more efficient resource allocation.
+
+## domain_placement — 5.0 / 5.0
+
+The "Regulation" domain assignment is highly appropriate, as colonial economic freedom fundamentally concerns the regulatory framework governing colonial trade, investment, and economic development. This is clearly a matter of economic regulation and policy rather than production, exchange, or distribution per se.
+
+## vsm_relevance — 3.0 / 5.0
+
+This entity has moderate VSM relevance, primarily mapping to S4 (intelligence/environmental adaptation) as it concerns how economic systems adapt to local conditions and comparative advantages. However, it also touches on S5 (identity/policy) regarding the fundamental policy framework governing colonial economies, making it somewhat distributed across systems.
+
+## explanatory_value — 4.0 / 5.0
+
+The entity provides strong explanatory value by illuminating the structural relationship between metropolitan control and colonial economic efficiency. It helps explain Smith's mechanism whereby reducing regulatory constraints allows better resource allocation and mutual benefit, rather than merely naming a policy preference.