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/bank_economic_cycles.md

@@ -0,0 +1,64 @@
+---
+entity_slug: bank_economic_cycles
+evaluator: null
+evaluated_at: '2026-02-23T00:38:33.381441'
+overall_score: 4.0
+scores:
+- name: definition_precision
+  value: 3.0
+  max_value: 5.0
+  rationale: The definition captures a recognizable economic phenomenon but remains
+    somewhat vague with terms like "recurring patterns" and "careful management."
+    It identifies the core concept of cyclical banking activity but lacks specificity
+    about the mechanisms or characteristics that define these cycles.
+- name: source_grounding
+  value: 4.0
+  max_value: 5.0
+  rationale: Smith does analyze banking cycles in Book II, Chapter 2, particularly
+    discussing how banks' lending practices create periods of expansion followed by
+    contraction when overtrading occurs. The entity accurately reflects Smith's observations
+    about the cyclical nature of banking and its economic effects.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: '"General Theory" is the appropriate domain placement as this concept
+    represents a broad theoretical framework about how banking systems operate cyclically
+    within the economy. It''s not specific to particular banking operations but rather
+    describes systemic patterns.'
+- name: vsm_relevance
+  value: 4.0
+  max_value: 5.0
+  rationale: This entity maps well to S2 (coordination/anti-oscillation) as it directly
+    concerns the oscillatory behavior of banking systems and their need for regulation
+    to prevent excessive swings. It also has relevance to S4 (intelligence) regarding
+    monitoring economic conditions.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: The entity provides genuine explanatory power by identifying a structural
+    mechanism in Smith's economic theory - how banking activity creates self-reinforcing
+    cycles that affect the broader economy. This goes beyond surface description to
+    illuminate systemic relationships between banking and economic development.
+---
+
+# Evaluation: Bank Economic Cycles
+
+## definition_precision — 3.0 / 5.0
+
+The definition captures a recognizable economic phenomenon but remains somewhat vague with terms like "recurring patterns" and "careful management." It identifies the core concept of cyclical banking activity but lacks specificity about the mechanisms or characteristics that define these cycles.
+
+## source_grounding — 4.0 / 5.0
+
+Smith does analyze banking cycles in Book II, Chapter 2, particularly discussing how banks' lending practices create periods of expansion followed by contraction when overtrading occurs. The entity accurately reflects Smith's observations about the cyclical nature of banking and its economic effects.
+
+## domain_placement — 5.0 / 5.0
+
+"General Theory" is the appropriate domain placement as this concept represents a broad theoretical framework about how banking systems operate cyclically within the economy. It's not specific to particular banking operations but rather describes systemic patterns.
+
+## vsm_relevance — 4.0 / 5.0
+
+This entity maps well to S2 (coordination/anti-oscillation) as it directly concerns the oscillatory behavior of banking systems and their need for regulation to prevent excessive swings. It also has relevance to S4 (intelligence) regarding monitoring economic conditions.
+
+## explanatory_value — 4.0 / 5.0
+
+The entity provides genuine explanatory power by identifying a structural mechanism in Smith's economic theory - how banking activity creates self-reinforcing cycles that affect the broader economy. This goes beyond surface description to illuminate systemic relationships between banking and economic development.