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/commercial_development_sequence_inversion.md

@@ -0,0 +1,66 @@
+---
+entity_slug: commercial_development_sequence_inversion
+evaluator: null
+evaluated_at: '2026-02-23T04:57:42.464138'
+overall_score: 4.2
+scores:
+- name: definition_precision
+  value: 4.0
+  max_value: 5.0
+  rationale: The definition clearly captures a specific historical pattern - the reversal
+    of expected development sequence where commerce/manufacturing preceded agriculture
+    in Europe versus the "natural" order seen in colonies. The concept is distinct
+    and well-bounded, though it could be slightly more precise about what constitutes
+    "natural order."
+- name: source_grounding
+  value: 5.0
+  max_value: 5.0
+  rationale: This concept is directly grounded in Smith's analysis in Book III, Chapter
+    4, where he explicitly discusses how European development inverted the natural
+    progression and compares this unfavorably to colonial development patterns. The
+    entity accurately reflects Smith's actual argument about historical development
+    sequences.
+- name: domain_placement
+  value: 3.0
+  max_value: 5.0
+  rationale: While no domain is specified, this entity spans multiple economic domains
+    - it involves agricultural economics, commercial development, and historical economic
+    analysis. It would benefit from clearer domain categorization, possibly as "Economic
+    Development" or "Historical Economics."
+- name: vsm_relevance
+  value: 4.0
+  max_value: 5.0
+  rationale: This entity maps well to S4 (intelligence/environmental adaptation) as
+    it describes how economic systems adapt to environmental constraints and historical
+    circumstances. It also touches on S1 (primary operations) in terms of the sequencing
+    of fundamental economic activities.
+- name: explanatory_value
+  value: 5.0
+  max_value: 5.0
+  rationale: This entity provides significant explanatory power by identifying a structural
+    mechanism that explains why European agricultural development was "slow and uncertain"
+    compared to colonies. It illuminates a fundamental pattern in economic development
+    rather than merely describing surface phenomena.
+---
+
+# Evaluation: Commercial Development Sequence Inversion
+
+## definition_precision — 4.0 / 5.0
+
+The definition clearly captures a specific historical pattern - the reversal of expected development sequence where commerce/manufacturing preceded agriculture in Europe versus the "natural" order seen in colonies. The concept is distinct and well-bounded, though it could be slightly more precise about what constitutes "natural order."
+
+## source_grounding — 5.0 / 5.0
+
+This concept is directly grounded in Smith's analysis in Book III, Chapter 4, where he explicitly discusses how European development inverted the natural progression and compares this unfavorably to colonial development patterns. The entity accurately reflects Smith's actual argument about historical development sequences.
+
+## domain_placement — 3.0 / 5.0
+
+While no domain is specified, this entity spans multiple economic domains - it involves agricultural economics, commercial development, and historical economic analysis. It would benefit from clearer domain categorization, possibly as "Economic Development" or "Historical Economics."
+
+## vsm_relevance — 4.0 / 5.0
+
+This entity maps well to S4 (intelligence/environmental adaptation) as it describes how economic systems adapt to environmental constraints and historical circumstances. It also touches on S1 (primary operations) in terms of the sequencing of fundamental economic activities.
+
+## explanatory_value — 5.0 / 5.0
+
+This entity provides significant explanatory power by identifying a structural mechanism that explains why European agricultural development was "slow and uncertain" compared to colonies. It illuminates a fundamental pattern in economic development rather than merely describing surface phenomena.