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/cultivation_improvement_priority.md

@@ -0,0 +1,64 @@
+---
+entity_slug: cultivation_improvement_priority
+evaluator: null
+evaluated_at: '2026-02-23T05:04:27.754902'
+overall_score: 4.6
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly articulates a specific economic principle about
+    the temporal and logical ordering of agricultural versus manufacturing development.
+    It avoids circularity and captures a distinct concept about developmental sequencing
+    rather than being a vague umbrella term.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This principle is explicitly and extensively discussed in Book III, Chapter
+    1 of The Wealth of Nations, where Smith argues that the "industry which procures
+    subsistence" must precede that which provides "convenience and luxury." The entity
+    accurately reflects Smith's core argument about natural economic development order.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: The "Production" domain is perfectly appropriate since this principle
+    fundamentally concerns the sequencing and relationship between different modes
+    of production (agricultural versus manufacturing). It deals with the structural
+    foundations of productive activity.
+- name: vsm_relevance
+  value: 4.0
+  max_value: 5.0
+  rationale: This entity maps well to S4 (intelligence/environmental adaptation) as
+    it represents a strategic principle about how economic systems must adapt their
+    development sequence to environmental and resource constraints. It also has relevance
+    to S5 (identity/policy) as it defines fundamental developmental priorities.
+- name: explanatory_value
+  value: 5.0
+  max_value: 5.0
+  rationale: "This entity provides substantial explanatory power by illuminating the\
+    \ structural mechanism underlying economic development\u2014why certain sequences\
+    \ are necessary rather than optional. It explains a fundamental constraint that\
+    \ shapes all subsequent economic organization and growth patterns."
+---
+
+# Evaluation: Cultivation Improvement Priority
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly articulates a specific economic principle about the temporal and logical ordering of agricultural versus manufacturing development. It avoids circularity and captures a distinct concept about developmental sequencing rather than being a vague umbrella term.
+
+## source_grounding — 5.0 / 5.0
+
+This principle is explicitly and extensively discussed in Book III, Chapter 1 of The Wealth of Nations, where Smith argues that the "industry which procures subsistence" must precede that which provides "convenience and luxury." The entity accurately reflects Smith's core argument about natural economic development order.
+
+## domain_placement — 5.0 / 5.0
+
+The "Production" domain is perfectly appropriate since this principle fundamentally concerns the sequencing and relationship between different modes of production (agricultural versus manufacturing). It deals with the structural foundations of productive activity.
+
+## vsm_relevance — 4.0 / 5.0
+
+This entity maps well to S4 (intelligence/environmental adaptation) as it represents a strategic principle about how economic systems must adapt their development sequence to environmental and resource constraints. It also has relevance to S5 (identity/policy) as it defines fundamental developmental priorities.
+
+## explanatory_value — 5.0 / 5.0
+
+This entity provides substantial explanatory power by illuminating the structural mechanism underlying economic development—why certain sequences are necessary rather than optional. It explains a fundamental constraint that shapes all subsequent economic organization and growth patterns.