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: natural_employment_of_capital
evaluator: null
evaluated_at: '2026-02-23T05:58:55.298507'
overall_score: 4.2
scores:
- name: definition_precision
value: 4.0
max_value: 5.0
rationale: The definition clearly distinguishes natural capital employment from
artificial/government-directed allocation, with specific reference to comparative
advantage and market forces. It could be slightly more precise about what constitutes
"artificial intervention" but captures a distinct economic concept.
- name: source_grounding
value: 5.0
max_value: 5.0
rationale: This concept is directly grounded in Book IV, Chapter 2, where Smith
extensively discusses how capital naturally flows to advantageous employment and
criticizes government attempts to direct it. The definition accurately reflects
Smith's core argument about individual advantage promoting efficient resource
allocation.
- name: domain_placement
value: 5.0
max_value: 5.0
rationale: Placement in the "Accumulation" domain is correct, as this concept deals
with how accumulated capital gets deployed in the economy. This is fundamentally
about capital allocation mechanisms rather than production, distribution, or consumption.
- name: vsm_relevance
value: 3.0
max_value: 5.0
rationale: This entity has some VSM relevance as it relates to S4 (intelligence/environmental
adaptation) through market-based information processing and resource allocation.
However, it's somewhat abstract and doesn't map cleanly to operational VSM functions,
making it more VSM-neutral than directly applicable.
- name: explanatory_value
value: 4.0
max_value: 5.0
rationale: The entity provides genuine explanatory power by illuminating the mechanism
through which markets allocate capital efficiently without central direction.
It explains a fundamental structural relation between individual incentives and
systemic efficiency, though it could be more specific about the underlying mechanisms.
---
# Evaluation: Natural Employment Of Capital
## definition_precision — 4.0 / 5.0
The definition clearly distinguishes natural capital employment from artificial/government-directed allocation, with specific reference to comparative advantage and market forces. It could be slightly more precise about what constitutes "artificial intervention" but captures a distinct economic concept.
## source_grounding — 5.0 / 5.0
This concept is directly grounded in Book IV, Chapter 2, where Smith extensively discusses how capital naturally flows to advantageous employment and criticizes government attempts to direct it. The definition accurately reflects Smith's core argument about individual advantage promoting efficient resource allocation.
## domain_placement — 5.0 / 5.0
Placement in the "Accumulation" domain is correct, as this concept deals with how accumulated capital gets deployed in the economy. This is fundamentally about capital allocation mechanisms rather than production, distribution, or consumption.
## vsm_relevance — 3.0 / 5.0
This entity has some VSM relevance as it relates to S4 (intelligence/environmental adaptation) through market-based information processing and resource allocation. However, it's somewhat abstract and doesn't map cleanly to operational VSM functions, making it more VSM-neutral than directly applicable.
## explanatory_value — 4.0 / 5.0
The entity provides genuine explanatory power by illuminating the mechanism through which markets allocate capital efficiently without central direction. It explains a fundamental structural relation between individual incentives and systemic efficiency, though it could be more specific about the underlying mechanisms.