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/colonial_land_abundance_effects.md

@@ -0,0 +1,66 @@
+---
+entity_slug: colonial_land_abundance_effects
+evaluator: null
+evaluated_at: '2026-02-23T04:50:59.337537'
+overall_score: 4.4
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly identifies specific economic consequences (low
+    land costs, high wages, widespread ownership, agricultural prioritization) that
+    flow from land abundance. It avoids circularity and captures a distinct set of
+    interconnected effects rather than being vaguely descriptive.
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity is directly grounded in Smith's extensive analysis in Book
+    IV, Chapter 7, where he explicitly discusses how land abundance creates labor
+    scarcity, drives up wages, enables widespread land ownership, and shapes colonial
+    economic development patterns. The context accurately reflects Smith's argument
+    about monopoly restrictions constraining this natural development.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: '"Production" is the correct domain placement since land abundance fundamentally
+    affects how colonies organize their productive activities, factor allocation,
+    and development priorities. This is primarily about the structural conditions
+    of economic production rather than trade, policy, or other domains.'
+- name: vsm_relevance
+  value: 3.0
+  max_value: 5.0
+  rationale: This entity has some VSM relevance as it describes structural conditions
+    that affect how colonial economies operate (S1) and adapt to their environment
+    (S4), but it's more of a background condition than a clear system function. It's
+    neither purely VSM-neutral nor clearly mappable to a single system.
+- name: explanatory_value
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity provides strong explanatory power by illuminating the causal
+    mechanism through which geographical conditions (land abundance) create specific
+    economic structures and outcomes in colonial settings. It explains why colonial
+    economies develop differently from established countries, going beyond surface
+    description to reveal underlying structural relations.
+---
+
+# Evaluation: Colonial Land Abundance Effects
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly identifies specific economic consequences (low land costs, high wages, widespread ownership, agricultural prioritization) that flow from land abundance. It avoids circularity and captures a distinct set of interconnected effects rather than being vaguely descriptive.
+
+## source_grounding — 5.0 / 5.0
+
+This entity is directly grounded in Smith's extensive analysis in Book IV, Chapter 7, where he explicitly discusses how land abundance creates labor scarcity, drives up wages, enables widespread land ownership, and shapes colonial economic development patterns. The context accurately reflects Smith's argument about monopoly restrictions constraining this natural development.
+
+## domain_placement — 5.0 / 5.0
+
+"Production" is the correct domain placement since land abundance fundamentally affects how colonies organize their productive activities, factor allocation, and development priorities. This is primarily about the structural conditions of economic production rather than trade, policy, or other domains.
+
+## vsm_relevance — 3.0 / 5.0
+
+This entity has some VSM relevance as it describes structural conditions that affect how colonial economies operate (S1) and adapt to their environment (S4), but it's more of a background condition than a clear system function. It's neither purely VSM-neutral nor clearly mappable to a single system.
+
+## explanatory_value — 5.0 / 5.0
+
+This entity provides strong explanatory power by illuminating the causal mechanism through which geographical conditions (land abundance) create specific economic structures and outcomes in colonial settings. It explains why colonial economies develop differently from established countries, going beyond surface description to reveal underlying structural relations.