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/artificer_planter_transition.md

@@ -0,0 +1,64 @@
+---
+entity_slug: artificer_planter_transition
+evaluator: null
+evaluated_at: '2026-02-23T00:34:57.529156'
+overall_score: 4.0
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly describes a specific economic behavior pattern
+    - skilled craftsmen abandoning their trades for agriculture when they acquire
+    capital. The concept is well-bounded and distinct, though it could be slightly
+    more precise about the threshold conditions that trigger this transition.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity is directly grounded in Smith's discussion in Book III, Chapter
+    1, where he explicitly describes how artificers in colonies prefer to become planters
+    when they can afford land. Smith uses this phenomenon to illustrate the natural
+    preference for agricultural independence over manufacturing dependence.
+- name: domain_placement
+  value: 4.0
+  max_value: 5.0
+  rationale: '"General Theory" is appropriate as this represents a broader principle
+    about human economic preferences and colonial development patterns. However, it
+    could arguably fit in a more specific domain like "Colonial Economics" or "Labor
+    Allocation" if such categories existed.'
+- name: vsm_relevance
+  value: 3.0
+  max_value: 5.0
+  rationale: This entity has moderate VSM relevance, primarily mapping to S4 (intelligence/environmental
+    adaptation) as it describes how individuals adapt their economic roles based on
+    changing circumstances and opportunities. It also touches on S1 (operations) regarding
+    the actual shift in productive activities.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: The entity provides genuine explanatory power by illuminating why manufacturing
+    develops slowly in colonies despite available skilled labor - it reveals an underlying
+    preference structure that drives economic behavior. This goes beyond surface description
+    to explain a structural economic mechanism.
+---
+
+# Evaluation: Artificer Planter Transition
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly describes a specific economic behavior pattern - skilled craftsmen abandoning their trades for agriculture when they acquire capital. The concept is well-bounded and distinct, though it could be slightly more precise about the threshold conditions that trigger this transition.
+
+## source_grounding — 5.0 / 5.0
+
+This entity is directly grounded in Smith's discussion in Book III, Chapter 1, where he explicitly describes how artificers in colonies prefer to become planters when they can afford land. Smith uses this phenomenon to illustrate the natural preference for agricultural independence over manufacturing dependence.
+
+## domain_placement — 4.0 / 5.0
+
+"General Theory" is appropriate as this represents a broader principle about human economic preferences and colonial development patterns. However, it could arguably fit in a more specific domain like "Colonial Economics" or "Labor Allocation" if such categories existed.
+
+## vsm_relevance — 3.0 / 5.0
+
+This entity has moderate VSM relevance, primarily mapping to S4 (intelligence/environmental adaptation) as it describes how individuals adapt their economic roles based on changing circumstances and opportunities. It also touches on S1 (operations) regarding the actual shift in productive activities.
+
+## explanatory_value — 4.0 / 5.0
+
+The entity provides genuine explanatory power by illuminating why manufacturing develops slowly in colonies despite available skilled labor - it reveals an underlying preference structure that drives economic behavior. This goes beyond surface description to explain a structural economic mechanism.