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_autonomy_benefits.md

@@ -0,0 +1,66 @@
+---
+entity_slug: colonial_economic_autonomy_benefits
+evaluator: null
+evaluated_at: '2026-02-23T04:44:47.673143'
+overall_score: 4.4
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly identifies specific advantages of colonial self-management
+    (exploiting natural advantages, responding to local conditions, retaining benefits)
+    and distinguishes this from external control. It captures a distinct concept about
+    the benefits of economic self-determination rather than being a vague umbrella
+    term.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity is well-grounded in Smith's actual arguments in Book IV,
+    Chapter 7, where he systematically critiques colonial monopolies and argues that
+    colonies develop better when allowed to manage their own affairs according to
+    their natural advantages. The concept directly reflects Smith's stated position
+    on colonial economic policy.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: The "Regulation" domain is perfectly appropriate since this entity concerns
+    the regulatory framework governing colonial economic affairs and the comparative
+    benefits of different regulatory approaches (autonomy vs. external control). This
+    is fundamentally about regulatory policy and its economic effects.
+- name: vsm_relevance
+  value: 4.0
+  max_value: 5.0
+  rationale: 'This entity maps well to multiple VSM systems: S1 (colonies as operational
+    units managing their primary economic activities), S3 (internal regulation and
+    resource allocation), and S4 (environmental adaptation to local conditions). The
+    concept of autonomy benefits directly relates to viable system functioning.'
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: The entity provides genuine explanatory power by illuminating the mechanism
+    through which economic autonomy promotes development (natural advantage exploitation,
+    local responsiveness, benefit retention). It explains why certain regulatory structures
+    produce better outcomes rather than merely describing surface phenomena.
+---
+
+# Evaluation: Colonial Economic Autonomy Benefits
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly identifies specific advantages of colonial self-management (exploiting natural advantages, responding to local conditions, retaining benefits) and distinguishes this from external control. It captures a distinct concept about the benefits of economic self-determination rather than being a vague umbrella term.
+
+## source_grounding — 5.0 / 5.0
+
+This entity is well-grounded in Smith's actual arguments in Book IV, Chapter 7, where he systematically critiques colonial monopolies and argues that colonies develop better when allowed to manage their own affairs according to their natural advantages. The concept directly reflects Smith's stated position on colonial economic policy.
+
+## domain_placement — 5.0 / 5.0
+
+The "Regulation" domain is perfectly appropriate since this entity concerns the regulatory framework governing colonial economic affairs and the comparative benefits of different regulatory approaches (autonomy vs. external control). This is fundamentally about regulatory policy and its economic effects.
+
+## vsm_relevance — 4.0 / 5.0
+
+This entity maps well to multiple VSM systems: S1 (colonies as operational units managing their primary economic activities), S3 (internal regulation and resource allocation), and S4 (environmental adaptation to local conditions). The concept of autonomy benefits directly relates to viable system functioning.
+
+## explanatory_value — 4.0 / 5.0
+
+The entity provides genuine explanatory power by illuminating the mechanism through which economic autonomy promotes development (natural advantage exploitation, local responsiveness, benefit retention). It explains why certain regulatory structures produce better outcomes rather than merely describing surface phenomena.