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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

3.8 KiB

Raw Blame History

entity_slug, evaluator, evaluated_at, overall_score, scores

entity_slug

evaluator

evaluated_at

overall_score

scores

agricultural_specialization

null

2026-02-23T00:31:30.139088

4.4

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition clearly distinguishes agricultural specialization from general specialization by focusing on crop/livestock concentration based on local conditions and market integration. It avoids circularity and identifies specific enabling factors (market integration, transportation) and outcomes (productivity, efficiency).

name	value	max_value	rationale
source_grounding	5.0	5.0	This concept is well-grounded in Book I, Chapter 11, where Smith extensively discusses how improved transportation and market expansion enable agricultural regions to specialize in their most advantageous productions. Smith specifically analyzes how market integration transforms agricultural production patterns.

name	value	max_value	rationale
domain_placement	5.0	5.0	"Production" is the correct domain placement as agricultural specialization fundamentally concerns how goods are produced and organized within the economic system. This is clearly a production-side phenomenon rather than exchange, distribution, or consumption.

name	value	max_value	rationale
vsm_relevance	4.0	5.0	This entity maps well to S1 (primary operations) as it describes how basic productive activities are organized and specialized, and to S4 (intelligence/adaptation) as it involves responding to environmental conditions and market opportunities. The specialization process represents both operational execution and environmental adaptation.

name	value	max_value	rationale
explanatory_value	4.0	5.0	The entity illuminates an important mechanism by which division of labor operates in agriculture specifically, showing how market forces and transportation infrastructure enable productivity gains through geographic specialization. It explains a concrete process rather than merely labeling a phenomenon.

Evaluation: Agricultural Specialization

definition_precision — 4.0 / 5.0

The definition clearly distinguishes agricultural specialization from general specialization by focusing on crop/livestock concentration based on local conditions and market integration. It avoids circularity and identifies specific enabling factors (market integration, transportation) and outcomes (productivity, efficiency).

source_grounding — 5.0 / 5.0

This concept is well-grounded in Book I, Chapter 11, where Smith extensively discusses how improved transportation and market expansion enable agricultural regions to specialize in their most advantageous productions. Smith specifically analyzes how market integration transforms agricultural production patterns.

domain_placement — 5.0 / 5.0

"Production" is the correct domain placement as agricultural specialization fundamentally concerns how goods are produced and organized within the economic system. This is clearly a production-side phenomenon rather than exchange, distribution, or consumption.

vsm_relevance — 4.0 / 5.0

This entity maps well to S1 (primary operations) as it describes how basic productive activities are organized and specialized, and to S4 (intelligence/adaptation) as it involves responding to environmental conditions and market opportunities. The specialization process represents both operational execution and environmental adaptation.

explanatory_value — 4.0 / 5.0

The entity illuminates an important mechanism by which division of labor operates in agriculture specifically, showing how market forces and transportation infrastructure enable productivity gains through geographic specialization. It explains a concrete process rather than merely labeling a phenomenon.

3.8 KiB Raw Blame History