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/economic_geography_impact.md

@@ -0,0 +1,66 @@
+---
+entity_slug: economic_geography_impact
+evaluator: null
+evaluated_at: '2026-02-23T05:10:38.092385'
+overall_score: 4.4
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly distinguishes between geographical features as
+    causes and economic development patterns as effects, avoiding circularity. It
+    precisely identifies the mechanism linking physical geography to economic organization
+    through market formation and division of labor.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This concept is thoroughly grounded in Smith's actual text, particularly
+    Book I Chapter 3's detailed analysis of how coastlines, navigable rivers, and
+    geographical barriers directly influence trade patterns and economic development.
+    The examples cited (maritime commerce, inland markets, frozen oceans) are explicitly
+    discussed by Smith.
+- name: domain_placement
+  value: 4.0
+  max_value: 5.0
+  rationale: '"General Theory" is appropriate as this represents a foundational principle
+    underlying Smith''s broader economic analysis rather than a specific mechanism
+    or policy application. The concept operates at the theoretical level of explaining
+    fundamental drivers of economic organization.'
+- name: vsm_relevance
+  value: 4.0
+  max_value: 5.0
+  rationale: This entity maps well to S4 (intelligence/environmental adaptation) as
+    it describes how economic systems must adapt their structure and operations based
+    on environmental constraints and opportunities. Geography represents a key environmental
+    factor that shapes viable economic organization.
+- name: explanatory_value
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity provides substantial explanatory power by identifying geography
+    as a fundamental structural determinant of economic development, explaining why
+    certain regions achieve specialization while others remain subsistence-based.
+    It illuminates a core causal mechanism in Smith's theory rather than merely describing
+    surface phenomena.
+---
+
+# Evaluation: Economic Geography Impact
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly distinguishes between geographical features as causes and economic development patterns as effects, avoiding circularity. It precisely identifies the mechanism linking physical geography to economic organization through market formation and division of labor.
+
+## source_grounding — 5.0 / 5.0
+
+This concept is thoroughly grounded in Smith's actual text, particularly Book I Chapter 3's detailed analysis of how coastlines, navigable rivers, and geographical barriers directly influence trade patterns and economic development. The examples cited (maritime commerce, inland markets, frozen oceans) are explicitly discussed by Smith.
+
+## domain_placement — 4.0 / 5.0
+
+"General Theory" is appropriate as this represents a foundational principle underlying Smith's broader economic analysis rather than a specific mechanism or policy application. The concept operates at the theoretical level of explaining fundamental drivers of economic organization.
+
+## vsm_relevance — 4.0 / 5.0
+
+This entity maps well to S4 (intelligence/environmental adaptation) as it describes how economic systems must adapt their structure and operations based on environmental constraints and opportunities. Geography represents a key environmental factor that shapes viable economic organization.
+
+## explanatory_value — 5.0 / 5.0
+
+This entity provides substantial explanatory power by identifying geography as a fundamental structural determinant of economic development, explaining why certain regions achieve specialization while others remain subsistence-based. It illuminates a core causal mechanism in Smith's theory rather than merely describing surface phenomena.