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/advancing_state_of_manufacture.md

@@ -0,0 +1,65 @@
+---
+entity_slug: advancing_state_of_manufacture
+evaluator: null
+evaluated_at: '2026-02-23T00:25:08.928556'
+overall_score: 4.2
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly captures a distinct economic condition characterized
+    by expanding production, labor demand, and wage effects. It avoids circularity
+    and provides specific measurable indicators (expanding production, continual demand
+    for workers, higher wages).
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This concept is directly grounded in Smith's analysis in Book I, Chapter
+    10, where he explicitly contrasts advancing versus declining manufactures and
+    their differential effects on labor demand and wages. The entity accurately reflects
+    Smith's actual theoretical framework.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: '"Production" is the correct domain assignment, as this concept fundamentally
+    concerns the dynamics of manufacturing processes, their expansion or contraction,
+    and the resulting labor market effects. It sits squarely within production economics
+    rather than trade, distribution, or other domains.'
+- name: vsm_relevance
+  value: 3.0
+  max_value: 5.0
+  rationale: This entity has moderate VSM relevance, primarily mapping to S1 (primary
+    operations) as it describes the operational state of manufacturing activities.
+    It also touches on S4 (environmental adaptation) regarding how enterprises respond
+    to market conditions, but the mapping is not as natural as more structural concepts.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: The entity provides genuine explanatory power by illuminating the mechanism
+    linking industrial development stages to labor market outcomes. It explains why
+    wages vary between regions and industries based on growth dynamics rather than
+    work characteristics, revealing an important structural relationship in Smith's
+    economic theory.
+---
+
+# Evaluation: Advancing State Of Manufacture
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly captures a distinct economic condition characterized by expanding production, labor demand, and wage effects. It avoids circularity and provides specific measurable indicators (expanding production, continual demand for workers, higher wages).
+
+## source_grounding — 5.0 / 5.0
+
+This concept is directly grounded in Smith's analysis in Book I, Chapter 10, where he explicitly contrasts advancing versus declining manufactures and their differential effects on labor demand and wages. The entity accurately reflects Smith's actual theoretical framework.
+
+## domain_placement — 5.0 / 5.0
+
+"Production" is the correct domain assignment, as this concept fundamentally concerns the dynamics of manufacturing processes, their expansion or contraction, and the resulting labor market effects. It sits squarely within production economics rather than trade, distribution, or other domains.
+
+## vsm_relevance — 3.0 / 5.0
+
+This entity has moderate VSM relevance, primarily mapping to S1 (primary operations) as it describes the operational state of manufacturing activities. It also touches on S4 (environmental adaptation) regarding how enterprises respond to market conditions, but the mapping is not as natural as more structural concepts.
+
+## explanatory_value — 4.0 / 5.0
+
+The entity provides genuine explanatory power by illuminating the mechanism linking industrial development stages to labor market outcomes. It explains why wages vary between regions and industries based on growth dynamics rather than work characteristics, revealing an important structural relationship in Smith's economic theory.