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/bounty.md

@@ -0,0 +1,62 @@
+---
+entity_slug: bounty
+evaluator: null
+evaluated_at: '2026-02-23T04:38:48.435116'
+overall_score: 4.8
+scores:
+- name: definition_precision
+  value: 5.0
+  max_value: 5.0
+  rationale: The definition is highly precise, clearly distinguishing bounties as
+    government subsidies specifically for exportation that compensate for below-cost
+    selling. It avoids circularity and captures a distinct economic mechanism rather
+    than a vague concept.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity is directly grounded in Book IV, Chapter 5, where Smith extensively
+    analyzes bounties as a key instrument of the mercantile system. The definition
+    and context accurately reflect Smith's detailed critique of export bounties.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: The "Regulation" domain assignment is correct, as bounties represent
+    a specific form of government intervention in markets. This fits perfectly within
+    Smith's broader analysis of regulatory mechanisms and their economic effects.
+- name: vsm_relevance
+  value: 4.0
+  max_value: 5.0
+  rationale: Bounties map well to S3 (internal regulation) as they represent government
+    attempts to control and direct economic activity, and potentially S4 (intelligence/adaptation)
+    as responses to competitive pressures. The regulatory nature gives it clear VSM
+    relevance.
+- name: explanatory_value
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity provides excellent explanatory power by illuminating a specific
+    mechanism through which governments attempt to manipulate trade flows and competitive
+    advantage. It reveals the structural relationship between state intervention and
+    market distortion that Smith critiques.
+---
+
+# Evaluation: Bounty
+
+## definition_precision — 5.0 / 5.0
+
+The definition is highly precise, clearly distinguishing bounties as government subsidies specifically for exportation that compensate for below-cost selling. It avoids circularity and captures a distinct economic mechanism rather than a vague concept.
+
+## source_grounding — 5.0 / 5.0
+
+This entity is directly grounded in Book IV, Chapter 5, where Smith extensively analyzes bounties as a key instrument of the mercantile system. The definition and context accurately reflect Smith's detailed critique of export bounties.
+
+## domain_placement — 5.0 / 5.0
+
+The "Regulation" domain assignment is correct, as bounties represent a specific form of government intervention in markets. This fits perfectly within Smith's broader analysis of regulatory mechanisms and their economic effects.
+
+## vsm_relevance — 4.0 / 5.0
+
+Bounties map well to S3 (internal regulation) as they represent government attempts to control and direct economic activity, and potentially S4 (intelligence/adaptation) as responses to competitive pressures. The regulatory nature gives it clear VSM relevance.
+
+## explanatory_value — 5.0 / 5.0
+
+This entity provides excellent explanatory power by illuminating a specific mechanism through which governments attempt to manipulate trade flows and competitive advantage. It reveals the structural relationship between state intervention and market distortion that Smith critiques.