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/seed_as_fixed_capital.md

@@ -0,0 +1,65 @@
+---
+entity_slug: seed_as_fixed_capital
+evaluator: null
+evaluated_at: '2026-02-23T06:20:32.550137'
+overall_score: 4.2
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly distinguishes seed as fixed capital based on its
+    specific behavior (moving between ground and granary without changing ownership,
+    generating profit through increase rather than sale). This provides a precise
+    criterion that differentiates it from other forms of capital.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity directly reflects Smith's actual discussion in Book II, Chapter
+    1, where he specifically addresses seed as an example of fixed capital and explains
+    the reasoning behind this classification. The definition captures Smith's own
+    analytical framework without adding external concepts.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: '"Production" is the correct domain placement since seed as fixed capital
+    is fundamentally about the productive process in agriculture and how inputs function
+    within the production cycle. This aligns perfectly with Smith''s treatment of
+    capital in productive contexts.'
+- name: vsm_relevance
+  value: 3.0
+  max_value: 5.0
+  rationale: This entity has moderate VSM relevance, most naturally mapping to S1
+    (primary operations) as it concerns the basic productive activities of agricultural
+    operations. However, it's somewhat VSM-neutral as it's primarily a classification
+    concept rather than a dynamic system component.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: This entity provides significant explanatory value by illuminating how
+    the same physical object (seed) can function differently as capital depending
+    on its role in the production process. It demonstrates the relational nature of
+    capital categories and helps explain Smith's nuanced understanding of fixed versus
+    circulating capital.
+---
+
+# Evaluation: Seed As Fixed Capital
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly distinguishes seed as fixed capital based on its specific behavior (moving between ground and granary without changing ownership, generating profit through increase rather than sale). This provides a precise criterion that differentiates it from other forms of capital.
+
+## source_grounding — 5.0 / 5.0
+
+This entity directly reflects Smith's actual discussion in Book II, Chapter 1, where he specifically addresses seed as an example of fixed capital and explains the reasoning behind this classification. The definition captures Smith's own analytical framework without adding external concepts.
+
+## domain_placement — 5.0 / 5.0
+
+"Production" is the correct domain placement since seed as fixed capital is fundamentally about the productive process in agriculture and how inputs function within the production cycle. This aligns perfectly with Smith's treatment of capital in productive contexts.
+
+## vsm_relevance — 3.0 / 5.0
+
+This entity has moderate VSM relevance, most naturally mapping to S1 (primary operations) as it concerns the basic productive activities of agricultural operations. However, it's somewhat VSM-neutral as it's primarily a classification concept rather than a dynamic system component.
+
+## explanatory_value — 4.0 / 5.0
+
+This entity provides significant explanatory value by illuminating how the same physical object (seed) can function differently as capital depending on its role in the production process. It demonstrates the relational nature of capital categories and helps explain Smith's nuanced understanding of fixed versus circulating capital.