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: rate_of_interest
evaluator: null
evaluated_at: '2026-02-23T06:15:08.339341'
overall_score: 4.6
scores:
- name: definition_precision
value: 5.0
max_value: 5.0
rationale: The definition is precise and non-circular, clearly identifying interest
as the price for borrowed capital expressed as a percentage, with explicit mention
of the supply-demand mechanism that determines it. This captures a distinct economic
concept without vagueness or definitional overlap.
- name: source_grounding
value: 5.0
max_value: 5.0
rationale: This entity is directly grounded in Book II, Chapter 4 of The Wealth
of Nations, where Smith extensively analyzes interest rate determination and the
relationship between capital accumulation and falling rates. The definition accurately
reflects Smith's theoretical framework without introducing foreign concepts.
- name: domain_placement
value: 4.0
max_value: 5.0
rationale: Placement in "Distribution" is appropriate since interest represents
how returns to capital are distributed between lenders and borrowers. However,
it could also reasonably belong in a "Capital" or "Markets" domain given its role
in capital allocation mechanisms.
- name: vsm_relevance
value: 4.0
max_value: 5.0
rationale: This entity maps well to S4 (intelligence/environmental adaptation) as
interest rates serve as crucial market signals that guide capital allocation and
investment decisions across the economy. It also has S2 relevance as a coordination
mechanism that helps balance supply and demand for capital.
- name: explanatory_value
value: 5.0
max_value: 5.0
rationale: This entity provides substantial explanatory power by illuminating the
fundamental mechanism through which capital markets coordinate resource allocation
and how capital accumulation affects the returns to investment. It reveals structural
relationships between capital supply, investment opportunities, and economic development
rather than merely naming a surface phenomenon.
---
# Evaluation: Rate Of Interest
## definition_precision — 5.0 / 5.0
The definition is precise and non-circular, clearly identifying interest as the price for borrowed capital expressed as a percentage, with explicit mention of the supply-demand mechanism that determines it. This captures a distinct economic concept without vagueness or definitional overlap.
## source_grounding — 5.0 / 5.0
This entity is directly grounded in Book II, Chapter 4 of The Wealth of Nations, where Smith extensively analyzes interest rate determination and the relationship between capital accumulation and falling rates. The definition accurately reflects Smith's theoretical framework without introducing foreign concepts.
## domain_placement — 4.0 / 5.0
Placement in "Distribution" is appropriate since interest represents how returns to capital are distributed between lenders and borrowers. However, it could also reasonably belong in a "Capital" or "Markets" domain given its role in capital allocation mechanisms.
## vsm_relevance — 4.0 / 5.0
This entity maps well to S4 (intelligence/environmental adaptation) as interest rates serve as crucial market signals that guide capital allocation and investment decisions across the economy. It also has S2 relevance as a coordination mechanism that helps balance supply and demand for capital.
## explanatory_value — 5.0 / 5.0
This entity provides substantial explanatory power by illuminating the fundamental mechanism through which capital markets coordinate resource allocation and how capital accumulation affects the returns to investment. It reveals structural relationships between capital supply, investment opportunities, and economic development rather than merely naming a surface phenomenon.