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tegwick a9ca0adfcf 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>

2026-02-23 09:36:46 +01:00

3.7 KiB

Raw Blame History

entity_slug, evaluator, evaluated_at, overall_score, scores

entity_slug

evaluator

evaluated_at

overall_score

scores

commercial_society

null

2026-02-23T04:59:51.616286

4.0

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition clearly distinguishes commercial society from subsistence-based organization through the key criterion of widespread exchange and trade. It avoids circularity by grounding the concept in observable social practices rather than abstract economic theory.

name	value	max_value	rationale
source_grounding	5.0	5.0	This concept is directly grounded in Smith's text, particularly his discussion in Book I, Chapter 4 of how division of labor necessitates exchange and transforms every person into "in some measure a merchant." The entity accurately reflects Smith's core argument about societal transformation through commercial interaction.

name	value	max_value	rationale
domain_placement	5.0	5.0	"General Theory" is the appropriate domain placement as this represents one of Smith's foundational theoretical concepts about how societies organize economically. It's neither a specific mechanism nor a narrow application, but rather a broad structural category that underpins much of his analysis.

name	value	max_value	rationale
vsm_relevance	2.0	5.0	Commercial society is too broad and foundational to map naturally to specific VSM systems—it represents the overall environmental context within which all VSM systems would operate. It's more of a background condition than a functional subsystem with specific cybernetic properties.

name	value	max_value	rationale
explanatory_value	4.0	5.0	This entity provides significant explanatory power by identifying the structural transformation that enables Smith's entire analysis of market mechanisms, specialization, and wealth creation. It illuminates the fundamental shift from self-sufficiency to interdependence that makes modern economic life possible.

Evaluation: Commercial Society

definition_precision — 4.0 / 5.0

The definition clearly distinguishes commercial society from subsistence-based organization through the key criterion of widespread exchange and trade. It avoids circularity by grounding the concept in observable social practices rather than abstract economic theory.

source_grounding — 5.0 / 5.0

This concept is directly grounded in Smith's text, particularly his discussion in Book I, Chapter 4 of how division of labor necessitates exchange and transforms every person into "in some measure a merchant." The entity accurately reflects Smith's core argument about societal transformation through commercial interaction.

domain_placement — 5.0 / 5.0

"General Theory" is the appropriate domain placement as this represents one of Smith's foundational theoretical concepts about how societies organize economically. It's neither a specific mechanism nor a narrow application, but rather a broad structural category that underpins much of his analysis.

vsm_relevance — 2.0 / 5.0

Commercial society is too broad and foundational to map naturally to specific VSM systems—it represents the overall environmental context within which all VSM systems would operate. It's more of a background condition than a functional subsystem with specific cybernetic properties.

explanatory_value — 4.0 / 5.0

This entity provides significant explanatory power by identifying the structural transformation that enables Smith's entire analysis of market mechanisms, specialization, and wealth creation. It illuminates the fundamental shift from self-sufficiency to interdependence that makes modern economic life possible.

3.7 KiB Raw Blame History