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_system_comprehension.md

@@ -0,0 +1,64 @@
+---
+entity_slug: economic_system_comprehension
+evaluator: null
+evaluated_at: '2026-02-23T05:13:51.259572'
+overall_score: 4.0
+scores:
+- name: definition_precision
+  value: 3.0
+  max_value: 5.0
+  rationale: The definition captures a distinct concept about economic understanding
+    for governance, but uses somewhat circular language ("understanding...that enables"
+    and "comprehension...necessary for"). The core idea is clear but could be more
+    precisely articulated.
+- name: source_grounding
+  value: 4.0
+  max_value: 5.0
+  rationale: This aligns well with Smith's explicit positioning of political economy
+    as a science for statesmen and legislators in Book IV. Smith does emphasize the
+    need for economic understanding among those who govern, making this well-grounded
+    in the source text.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: '"General Theory" is the appropriate domain placement since this represents
+    Smith''s meta-theoretical framework about political economy as a discipline. It''s
+    foundational to economic theory rather than belonging to a specific economic mechanism
+    or policy area.'
+- name: vsm_relevance
+  value: 4.0
+  max_value: 5.0
+  rationale: This maps naturally to S4 (intelligence/environmental adaptation) and
+    S5 (identity/policy) systems, as it concerns the cognitive capabilities needed
+    for strategic economic planning and policy formulation. It represents the intelligence
+    function necessary for viable economic governance.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: This entity illuminates an important structural requirement in Smith's
+    framework - that effective economic governance depends on theoretical comprehension
+    rather than mere intuition or tradition. It explains why Smith positions political
+    economy as a science requiring systematic study.
+---
+
+# Evaluation: Economic System Comprehension
+
+## definition_precision — 3.0 / 5.0
+
+The definition captures a distinct concept about economic understanding for governance, but uses somewhat circular language ("understanding...that enables" and "comprehension...necessary for"). The core idea is clear but could be more precisely articulated.
+
+## source_grounding — 4.0 / 5.0
+
+This aligns well with Smith's explicit positioning of political economy as a science for statesmen and legislators in Book IV. Smith does emphasize the need for economic understanding among those who govern, making this well-grounded in the source text.
+
+## domain_placement — 5.0 / 5.0
+
+"General Theory" is the appropriate domain placement since this represents Smith's meta-theoretical framework about political economy as a discipline. It's foundational to economic theory rather than belonging to a specific economic mechanism or policy area.
+
+## vsm_relevance — 4.0 / 5.0
+
+This maps naturally to S4 (intelligence/environmental adaptation) and S5 (identity/policy) systems, as it concerns the cognitive capabilities needed for strategic economic planning and policy formulation. It represents the intelligence function necessary for viable economic governance.
+
+## explanatory_value — 4.0 / 5.0
+
+This entity illuminates an important structural requirement in Smith's framework - that effective economic governance depends on theoretical comprehension rather than mere intuition or tradition. It explains why Smith positions political economy as a science requiring systematic study.