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/public_education_of_professionals.md

@@ -0,0 +1,61 @@
+---
+entity_slug: public_education_of_professionals
+evaluator: null
+evaluated_at: '2026-02-23T06:12:33.768595'
+overall_score: 3.6
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly identifies a specific mechanism - public funding
+    of professional education leading to oversupply and wage depression. It's precise
+    about the causal chain and distinguishes this from general education policy.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This concept is directly grounded in Smith's analysis in Book I, Chapter
+    10, where he explicitly discusses how public funding of clergy education and charitable
+    support for other professions creates oversupply. The "men of letters" reference
+    is particularly authentic to Smith's text.
+- name: domain_placement
+  value: 3.0
+  max_value: 5.0
+  rationale: While this affects income distribution, it's more fundamentally about
+    labor market dynamics and wage determination mechanisms. It might be better placed
+    in a "Labor Markets" or "Wage Formation" domain rather than "Distribution."
+- name: vsm_relevance
+  value: 2.0
+  max_value: 5.0
+  rationale: This entity describes a policy intervention and its market effects but
+    doesn't naturally map to VSM systems, which focus on organizational cybernetics.
+    It's more of an economic policy analysis than a systemic organizational function.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: This entity illuminates an important structural mechanism showing how
+    well-intentioned public policy can create unintended market distortions. It reveals
+    Smith's insight about the relationship between funding structures and professional
+    labor markets.
+---
+
+# Evaluation: Public Education Of Professionals
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly identifies a specific mechanism - public funding of professional education leading to oversupply and wage depression. It's precise about the causal chain and distinguishes this from general education policy.
+
+## source_grounding — 5.0 / 5.0
+
+This concept is directly grounded in Smith's analysis in Book I, Chapter 10, where he explicitly discusses how public funding of clergy education and charitable support for other professions creates oversupply. The "men of letters" reference is particularly authentic to Smith's text.
+
+## domain_placement — 3.0 / 5.0
+
+While this affects income distribution, it's more fundamentally about labor market dynamics and wage determination mechanisms. It might be better placed in a "Labor Markets" or "Wage Formation" domain rather than "Distribution."
+
+## vsm_relevance — 2.0 / 5.0
+
+This entity describes a policy intervention and its market effects but doesn't naturally map to VSM systems, which focus on organizational cybernetics. It's more of an economic policy analysis than a systemic organizational function.
+
+## explanatory_value — 4.0 / 5.0
+
+This entity illuminates an important structural mechanism showing how well-intentioned public policy can create unintended market distortions. It reveals Smith's insight about the relationship between funding structures and professional labor markets.