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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

3.6 KiB

Raw Blame History

entity_slug, evaluator, evaluated_at, overall_score, scores

entity_slug

evaluator

evaluated_at

overall_score

scores

potato_cultivation

null

2026-02-23T06:07:45.431306

4.4

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition clearly distinguishes potato cultivation from other agricultural practices and specifies its key characteristics (higher productivity per acre, nutritional value, population support capacity). It avoids circularity and captures a distinct agricultural concept with measurable economic implications.

name	value	max_value	rationale
source_grounding	5.0	5.0	This entity is well-grounded in Smith's actual discussion in Book I, Chapter 11, where he explicitly analyzes potato cultivation's economic potential and compares it to grain cultivation. The mention of storage/preservation difficulties directly reflects Smith's observations about practical constraints.

name	value	max_value	rationale
domain_placement	5.0	5.0	"Production" is the correct domain placement as potato cultivation is fundamentally about agricultural production methods and their economic outputs. This fits naturally within Smith's analysis of productive activities and their contribution to wealth generation.

name	value	max_value	rationale
vsm_relevance	4.0	5.0	This entity maps well to S1 (primary operations) as a fundamental productive activity, and has clear connections to S4 (intelligence/adaptation) regarding agricultural innovation and environmental response. It represents a concrete operational system rather than an abstract concept.

name	value	max_value	rationale
explanatory_value	4.0	5.0	The entity illuminates important mechanisms about agricultural productivity, population dynamics, and rent theory in Smith's framework. It demonstrates how technological/crop innovations can reshape economic relationships between landlords, farmers, and food supply, rather than merely naming a farming practice.

Evaluation: Potato Cultivation

definition_precision — 4.0 / 5.0

The definition clearly distinguishes potato cultivation from other agricultural practices and specifies its key characteristics (higher productivity per acre, nutritional value, population support capacity). It avoids circularity and captures a distinct agricultural concept with measurable economic implications.

source_grounding — 5.0 / 5.0

This entity is well-grounded in Smith's actual discussion in Book I, Chapter 11, where he explicitly analyzes potato cultivation's economic potential and compares it to grain cultivation. The mention of storage/preservation difficulties directly reflects Smith's observations about practical constraints.

domain_placement — 5.0 / 5.0

"Production" is the correct domain placement as potato cultivation is fundamentally about agricultural production methods and their economic outputs. This fits naturally within Smith's analysis of productive activities and their contribution to wealth generation.

vsm_relevance — 4.0 / 5.0

This entity maps well to S1 (primary operations) as a fundamental productive activity, and has clear connections to S4 (intelligence/adaptation) regarding agricultural innovation and environmental response. It represents a concrete operational system rather than an abstract concept.

explanatory_value — 4.0 / 5.0

The entity illuminates important mechanisms about agricultural productivity, population dynamics, and rent theory in Smith's framework. It demonstrates how technological/crop innovations can reshape economic relationships between landlords, farmers, and food supply, rather than merely naming a farming practice.

3.6 KiB Raw Blame History