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_economic_development_sequence.md

@@ -0,0 +1,64 @@
+---
+entity_slug: colonial_economic_development_sequence
+evaluator: null
+evaluated_at: '2026-02-23T04:45:24.050478'
+overall_score: 4.6
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: "The definition clearly outlines a specific three-stage progression (agriculture\
+    \ \u2192 basic manufacturing \u2192 sophisticated industry) with clear causal\
+    \ drivers (land abundance, population growth, market development). It avoids circularity\
+    \ and captures a distinct developmental pattern rather than a vague concept."
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This concept is directly grounded in Smith's analysis in Book IV, Chapter
+    7, where he explicitly discusses the natural progression of colonial economies
+    and contrasts it with artificially imposed development paths. The entity accurately
+    reflects Smith's actual arguments about colonial economic development.
+- name: domain_placement
+  value: 5.0
+  max_value: 5.0
+  rationale: '"Production" is the correct domain assignment since this entity describes
+    the evolution of productive capacity and industrial structure in colonial economies.
+    The sequence fundamentally concerns how production systems develop and mature
+    over time.'
+- 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 naturally adapt their productive structure
+    to environmental conditions and market opportunities. It also has S1 relevance
+    in describing the evolution of primary operations.
+- name: explanatory_value
+  value: 5.0
+  max_value: 5.0
+  rationale: The entity provides significant explanatory power by illuminating the
+    mechanism through which natural economic forces shape development when unimpeded
+    by artificial restrictions. It reveals the structural logic behind colonial economic
+    evolution and serves as a benchmark for evaluating policy interventions.
+---
+
+# Evaluation: Colonial Economic Development Sequence
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly outlines a specific three-stage progression (agriculture → basic manufacturing → sophisticated industry) with clear causal drivers (land abundance, population growth, market development). It avoids circularity and captures a distinct developmental pattern rather than a vague concept.
+
+## source_grounding — 5.0 / 5.0
+
+This concept is directly grounded in Smith's analysis in Book IV, Chapter 7, where he explicitly discusses the natural progression of colonial economies and contrasts it with artificially imposed development paths. The entity accurately reflects Smith's actual arguments about colonial economic development.
+
+## domain_placement — 5.0 / 5.0
+
+"Production" is the correct domain assignment since this entity describes the evolution of productive capacity and industrial structure in colonial economies. The sequence fundamentally concerns how production systems develop and mature over time.
+
+## vsm_relevance — 4.0 / 5.0
+
+This entity maps well to S4 (intelligence/environmental adaptation) as it describes how colonial economies naturally adapt their productive structure to environmental conditions and market opportunities. It also has S1 relevance in describing the evolution of primary operations.
+
+## explanatory_value — 5.0 / 5.0
+
+The entity provides significant explanatory power by illuminating the mechanism through which natural economic forces shape development when unimpeded by artificial restrictions. It reveals the structural logic behind colonial economic evolution and serves as a benchmark for evaluating policy interventions.