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/colony_economic_system_dynamics.md

@@ -0,0 +1,63 @@
+---
+entity_slug: colony_economic_system_dynamics
+evaluator: null
+evaluated_at: '2026-02-23T04:53:34.620437'
+overall_score: 3.8
+scores:
+- name: definition_precision
+  value: 3.0
+  max_value: 5.0
+  rationale: The definition captures a coherent concept about developmental patterns
+    in colonial economies, but uses somewhat vague language like "patterns of change"
+    and "similar patterns of growth." It could be more precise about what specific
+    dynamics or mechanisms drive these changes.
+- name: source_grounding
+  value: 4.0
+  max_value: 5.0
+  rationale: Smith does discuss colonial economic development and notes how colonies
+    follow accelerated growth patterns compared to older countries in Book V. The
+    entity appears well-grounded in his actual observations about colonial economic
+    progression.
+- name: domain_placement
+  value: 4.0
+  max_value: 5.0
+  rationale: '"Accumulation" is an appropriate domain since colonial development involves
+    capital formation, wealth building, and economic growth over time. The dynamic
+    nature of this development fits well within accumulation processes.'
+- name: vsm_relevance
+  value: 4.0
+  max_value: 5.0
+  rationale: This entity maps well to S4 (intelligence/environmental adaptation) as
+    it describes how colonial economies adapt and evolve in response to changing conditions
+    and opportunities. It also has elements of S1 (operations) as it describes the
+    actual economic activities that develop.
+- name: explanatory_value
+  value: 4.0
+  max_value: 5.0
+  rationale: This entity provides genuine insight into how colonial economies systematically
+    develop through stages, offering a structural understanding of economic development
+    patterns rather than just describing surface phenomena. It illuminates the mechanism
+    by which colonies achieve accelerated growth.
+---
+
+# Evaluation: Colony Economic System Dynamics
+
+## definition_precision — 3.0 / 5.0
+
+The definition captures a coherent concept about developmental patterns in colonial economies, but uses somewhat vague language like "patterns of change" and "similar patterns of growth." It could be more precise about what specific dynamics or mechanisms drive these changes.
+
+## source_grounding — 4.0 / 5.0
+
+Smith does discuss colonial economic development and notes how colonies follow accelerated growth patterns compared to older countries in Book V. The entity appears well-grounded in his actual observations about colonial economic progression.
+
+## domain_placement — 4.0 / 5.0
+
+"Accumulation" is an appropriate domain since colonial development involves capital formation, wealth building, and economic growth over time. The dynamic nature of this development fits well within accumulation processes.
+
+## vsm_relevance — 4.0 / 5.0
+
+This entity maps well to S4 (intelligence/environmental adaptation) as it describes how colonial economies adapt and evolve in response to changing conditions and opportunities. It also has elements of S1 (operations) as it describes the actual economic activities that develop.
+
+## explanatory_value — 4.0 / 5.0
+
+This entity provides genuine insight into how colonial economies systematically develop through stages, offering a structural understanding of economic development patterns rather than just describing surface phenomena. It illuminates the mechanism by which colonies achieve accelerated growth.