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>
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---
entity_slug: lowest_rate_of_wages
evaluator: null
evaluated_at: '2026-02-23T05:41:26.902690'
overall_score: 4.4
scores:
- name: definition_precision
value: 4.0
max_value: 5.0
rationale: The definition is quite precise, clearly establishing a minimum wage
threshold based on subsistence and reproduction needs. It avoids circularity by
grounding the concept in biological and social necessity rather than market mechanisms
alone.
- name: source_grounding
value: 5.0
max_value: 5.0
rationale: This concept is directly grounded in Smith's analysis in Book I, Chapter
8, where he explicitly discusses the natural minimum below which wages cannot
fall without threatening the continuation of the labor force. The definition accurately
reflects Smith's reasoning about subsistence wages.
- name: domain_placement
value: 5.0
max_value: 5.0
rationale: The placement in "Distribution" is entirely appropriate, as this concept
deals fundamentally with how the economic product is distributed between capital
and labor. It represents a key constraint in the distributive process rather than
production or exchange mechanisms.
- name: vsm_relevance
value: 3.0
max_value: 5.0
rationale: This entity has moderate VSM relevance, potentially mapping to S3 (internal
regulation) as it represents a systemic constraint that maintains viability of
the labor system. However, it's more of a boundary condition than an active regulatory
mechanism, making the VSM mapping somewhat indirect.
- name: explanatory_value
value: 5.0
max_value: 5.0
rationale: This entity provides significant explanatory power by identifying a fundamental
structural constraint in wage determination that operates independently of short-term
market fluctuations. It illuminates the mechanism by which biological and social
reproduction needs create a floor for labor compensation.
---
# Evaluation: Lowest Rate Of Wages
## definition_precision — 4.0 / 5.0
The definition is quite precise, clearly establishing a minimum wage threshold based on subsistence and reproduction needs. It avoids circularity by grounding the concept in biological and social necessity rather than market mechanisms alone.
## source_grounding — 5.0 / 5.0
This concept is directly grounded in Smith's analysis in Book I, Chapter 8, where he explicitly discusses the natural minimum below which wages cannot fall without threatening the continuation of the labor force. The definition accurately reflects Smith's reasoning about subsistence wages.
## domain_placement — 5.0 / 5.0
The placement in "Distribution" is entirely appropriate, as this concept deals fundamentally with how the economic product is distributed between capital and labor. It represents a key constraint in the distributive process rather than production or exchange mechanisms.
## vsm_relevance — 3.0 / 5.0
This entity has moderate VSM relevance, potentially mapping to S3 (internal regulation) as it represents a systemic constraint that maintains viability of the labor system. However, it's more of a boundary condition than an active regulatory mechanism, making the VSM mapping somewhat indirect.
## explanatory_value — 5.0 / 5.0
This entity provides significant explanatory power by identifying a fundamental structural constraint in wage determination that operates independently of short-term market fluctuations. It illuminates the mechanism by which biological and social reproduction needs create a floor for labor compensation.