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/revenue_versus_capital_effects.md

@@ -0,0 +1,64 @@
+---
+entity_slug: revenue_versus_capital_effects
+evaluator: null
+evaluated_at: '2026-02-23T06:19:00.504101'
+overall_score: 4.2
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly distinguishes between immediate economic returns
+    (revenue effects) and long-term wealth accumulation (capital effects), providing
+    a precise conceptual framework. The distinction is non-circular and captures a
+    meaningful analytical difference in policy impacts.
+- name: source_grounding
+  value: 4.0
+  max_value: 5.0
+  rationale: This concept is well-grounded in Smith's analysis of trade policy effects
+    in Book IV, Chapter 2, where he explicitly examines how protectionist measures
+    create short-term benefits for specific groups while harming long-term economic
+    growth. The revenue/capital distinction reflects Smith's actual analytical framework.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: The "Accumulation" domain is perfectly appropriate since this concept
+    directly addresses how different policies affect capital formation and wealth
+    accumulation over time. This is a core theme in Smith's analysis of economic growth
+    and development.
+- name: vsm_relevance
+  value: 3.0
+  max_value: 5.0
+  rationale: This entity has moderate VSM relevance, potentially mapping to S4 (intelligence/environmental
+    adaptation) as it involves analyzing policy effects and trade-offs. However, it's
+    somewhat abstract and could be considered more of an analytical framework than
+    a specific system function.
+- name: explanatory_value
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity provides excellent explanatory power by illuminating the
+    fundamental tension between short-term political benefits and long-term economic
+    efficiency in policy design. It reveals a key structural mechanism in Smith's
+    critique of mercantilism and protectionism.
+---
+
+# Evaluation: Revenue Versus Capital Effects
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly distinguishes between immediate economic returns (revenue effects) and long-term wealth accumulation (capital effects), providing a precise conceptual framework. The distinction is non-circular and captures a meaningful analytical difference in policy impacts.
+
+## source_grounding — 4.0 / 5.0
+
+This concept is well-grounded in Smith's analysis of trade policy effects in Book IV, Chapter 2, where he explicitly examines how protectionist measures create short-term benefits for specific groups while harming long-term economic growth. The revenue/capital distinction reflects Smith's actual analytical framework.
+
+## domain_placement — 5.0 / 5.0
+
+The "Accumulation" domain is perfectly appropriate since this concept directly addresses how different policies affect capital formation and wealth accumulation over time. This is a core theme in Smith's analysis of economic growth and development.
+
+## vsm_relevance — 3.0 / 5.0
+
+This entity has moderate VSM relevance, potentially mapping to S4 (intelligence/environmental adaptation) as it involves analyzing policy effects and trade-offs. However, it's somewhat abstract and could be considered more of an analytical framework than a specific system function.
+
+## explanatory_value — 5.0 / 5.0
+
+This entity provides excellent explanatory power by illuminating the fundamental tension between short-term political benefits and long-term economic efficiency in policy design. It reveals a key structural mechanism in Smith's critique of mercantilism and protectionism.