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/progressive_wealth_consequentiality.md

@@ -0,0 +1,65 @@
+---
+entity_slug: progressive_wealth_consequentiality
+evaluator: null
+evaluated_at: '2026-02-23T06:11:04.975966'
+overall_score: 4.2
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly articulates a specific principle about the relationship
+    between agricultural surplus and urban growth in natural economic development.
+    It avoids circularity and distinguishes between natural versus artificial development
+    patterns.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This concept is directly grounded in Smith's discussion in Book III,
+    Chapter 1, where he explicitly contrasts the "natural course of things" with artificial
+    interference by human institutions. The entity accurately captures Smith's argument
+    about how towns should naturally develop from agricultural improvement.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: '"General Theory" is the appropriate domain placement as this represents
+    a fundamental theoretical principle about economic development patterns rather
+    than a specific mechanism or policy. It describes Smith''s broader theoretical
+    framework about natural economic order.'
+- 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 describes how economic systems should naturally adapt and develop
+    in response to environmental conditions. However, it's somewhat abstract and could
+    also relate to S5 (identity/policy) regarding natural versus artificial development
+    patterns.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: The entity provides strong explanatory value by illuminating Smith's
+    structural theory about the natural relationship between agricultural and urban
+    development. It helps explain why Smith viewed certain development patterns as
+    artificial distortions of natural economic processes.
+---
+
+# Evaluation: Progressive Wealth Consequentiality
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly articulates a specific principle about the relationship between agricultural surplus and urban growth in natural economic development. It avoids circularity and distinguishes between natural versus artificial development patterns.
+
+## source_grounding — 5.0 / 5.0
+
+This concept is directly grounded in Smith's discussion in Book III, Chapter 1, where he explicitly contrasts the "natural course of things" with artificial interference by human institutions. The entity accurately captures Smith's argument about how towns should naturally develop from agricultural improvement.
+
+## domain_placement — 5.0 / 5.0
+
+"General Theory" is the appropriate domain placement as this represents a fundamental theoretical principle about economic development patterns rather than a specific mechanism or policy. It describes Smith's broader theoretical framework about natural economic order.
+
+## vsm_relevance — 3.0 / 5.0
+
+This entity has moderate VSM relevance, primarily mapping to S4 (intelligence/environmental adaptation) as it describes how economic systems should naturally adapt and develop in response to environmental conditions. However, it's somewhat abstract and could also relate to S5 (identity/policy) regarding natural versus artificial development patterns.
+
+## explanatory_value — 4.0 / 5.0
+
+The entity provides strong explanatory value by illuminating Smith's structural theory about the natural relationship between agricultural and urban development. It helps explain why Smith viewed certain development patterns as artificial distortions of natural economic processes.