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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

spare_revenue

null

2026-02-23T06:23:33.951801

4.4

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition is clear and precise, distinguishing spare revenue as the portion remaining after necessary subsistence that can be allocated to productive or unproductive labor. It avoids circularity and establishes clear boundaries for the concept.

name	value	max_value	rationale
source_grounding	5.0	5.0	This concept is directly grounded in Smith's analysis in Book II, Chapter 3, where he explicitly discusses how different classes allocate their revenue beyond subsistence needs. The distinction between productive and unproductive labor allocation is central to Smith's argument about capital accumulation.

name	value	max_value	rationale
domain_placement	5.0	5.0	The placement in "Distribution" is highly appropriate, as spare revenue fundamentally concerns how income is distributed among classes and subsequently allocated between different types of economic activity. This is a core distributional mechanism in Smith's framework.

name	value	max_value	rationale
vsm_relevance	3.0	5.0	While spare revenue has some relevance to S4 (intelligence/adaptation) as it represents discretionary resources for strategic allocation, it doesn't map clearly to any single VSM system. It's more of a resource flow concept that operates across multiple systems rather than belonging to one specific regulatory function.

name	value	max_value	rationale
explanatory_value	5.0	5.0	This entity provides significant explanatory power by illuminating the mechanism through which class structure affects economic growth and capital formation. It reveals how the distribution of discretionary income directly influences the productive capacity of the economy through labor allocation decisions.

Evaluation: Spare Revenue

definition_precision — 4.0 / 5.0

The definition is clear and precise, distinguishing spare revenue as the portion remaining after necessary subsistence that can be allocated to productive or unproductive labor. It avoids circularity and establishes clear boundaries for the concept.

source_grounding — 5.0 / 5.0

This concept is directly grounded in Smith's analysis in Book II, Chapter 3, where he explicitly discusses how different classes allocate their revenue beyond subsistence needs. The distinction between productive and unproductive labor allocation is central to Smith's argument about capital accumulation.

domain_placement — 5.0 / 5.0

The placement in "Distribution" is highly appropriate, as spare revenue fundamentally concerns how income is distributed among classes and subsequently allocated between different types of economic activity. This is a core distributional mechanism in Smith's framework.

vsm_relevance — 3.0 / 5.0

While spare revenue has some relevance to S4 (intelligence/adaptation) as it represents discretionary resources for strategic allocation, it doesn't map clearly to any single VSM system. It's more of a resource flow concept that operates across multiple systems rather than belonging to one specific regulatory function.

explanatory_value — 5.0 / 5.0

This entity provides significant explanatory power by illuminating the mechanism through which class structure affects economic growth and capital formation. It reveals how the distribution of discretionary income directly influences the productive capacity of the economy through labor allocation decisions.

3.6 KiB Raw Blame History