Files

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

division_of_labour

null

2026-02-23T05:07:06.567121

4.6

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition is precise and captures the core concept clearly, identifying three specific mechanisms (dexterity, time-saving, machinery invention) and linking it to the propensity to exchange. It avoids circularity and distinguishes division of labour from mere task assignment by emphasizing specialization and productivity gains.

name	value	max_value	rationale
source_grounding	5.0	5.0	This entity is directly grounded in Smith's text, as Book I, Chapter 2 explicitly discusses division of labour as arising from the human propensity to truck, barter, and exchange. The definition accurately reflects Smith's argument about how specialization emerges from exchange relationships.

name	value	max_value	rationale
domain_placement	5.0	5.0	The "Production" domain assignment is correct, as division of labour is fundamentally about how productive processes are organized and executed. This is the appropriate conceptual category for a mechanism that directly affects how goods and services are created.

name	value	max_value	rationale
vsm_relevance	4.0	5.0	This entity maps well to S1 (primary operations) as it describes how productive work is actually organized and carried out within operational units. It also has some relevance to S2 (coordination) since specialized tasks require coordination mechanisms to function effectively.

name	value	max_value	rationale
explanatory_value	5.0	5.0	This entity provides exceptional explanatory power by illuminating the fundamental mechanism through which specialization increases productivity and wealth creation. It reveals the structural relationship between human exchange propensities and economic efficiency rather than merely naming a surface phenomenon.

Evaluation: Division Of Labour

definition_precision — 4.0 / 5.0

The definition is precise and captures the core concept clearly, identifying three specific mechanisms (dexterity, time-saving, machinery invention) and linking it to the propensity to exchange. It avoids circularity and distinguishes division of labour from mere task assignment by emphasizing specialization and productivity gains.

source_grounding — 5.0 / 5.0

This entity is directly grounded in Smith's text, as Book I, Chapter 2 explicitly discusses division of labour as arising from the human propensity to truck, barter, and exchange. The definition accurately reflects Smith's argument about how specialization emerges from exchange relationships.

domain_placement — 5.0 / 5.0

The "Production" domain assignment is correct, as division of labour is fundamentally about how productive processes are organized and executed. This is the appropriate conceptual category for a mechanism that directly affects how goods and services are created.

vsm_relevance — 4.0 / 5.0

This entity maps well to S1 (primary operations) as it describes how productive work is actually organized and carried out within operational units. It also has some relevance to S2 (coordination) since specialized tasks require coordination mechanisms to function effectively.

explanatory_value — 5.0 / 5.0

This entity provides exceptional explanatory power by illuminating the fundamental mechanism through which specialization increases productivity and wealth creation. It reveals the structural relationship between human exchange propensities and economic efficiency rather than merely naming a surface phenomenon.

3.6 KiB Raw Blame History