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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

3.2 KiB

Raw Blame History

entity_slug, evaluator, evaluated_at, overall_score, scores

entity_slug

evaluator

evaluated_at

overall_score

scores

sinking_fund

null

2026-02-23T06:21:37.078342

4.4

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition is clear and specific, identifying a sinking fund as a dedicated mechanism for debt reduction with particular funding sources and accumulation purpose. It avoids circularity and captures the distinct financial instrument Smith discusses.

name	value	max_value	rationale
source_grounding	5.0	5.0	This entity is directly grounded in Smith's text from Book V, Chapter 3, where he explicitly discusses sinking funds as debt reduction mechanisms and notes their tendency to be diverted to other purposes. The definition accurately reflects Smith's treatment of the concept.

name	value	max_value	rationale
domain_placement	5.0	5.0	The "Regulation" domain is appropriate since sinking funds represent a governmental regulatory mechanism for managing public debt and fiscal policy. This fits well within the broader regulatory framework Smith discusses for public finance.

name	value	max_value	rationale
vsm_relevance	4.0	5.0	This entity maps well to S3 (internal regulation/audit) as it represents a systematic mechanism for monitoring and controlling debt levels within the government system. It could also relate to S4 (intelligence) in terms of long-term financial planning.

name	value	max_value	rationale
explanatory_value	4.0	5.0	The entity illuminates an important structural mechanism in public finance that Smith identifies as theoretically sound but practically problematic due to political pressures. It reveals the tension between designed financial controls and actual governmental behavior.

Evaluation: Sinking Fund

definition_precision — 4.0 / 5.0

The definition is clear and specific, identifying a sinking fund as a dedicated mechanism for debt reduction with particular funding sources and accumulation purpose. It avoids circularity and captures the distinct financial instrument Smith discusses.

source_grounding — 5.0 / 5.0

This entity is directly grounded in Smith's text from Book V, Chapter 3, where he explicitly discusses sinking funds as debt reduction mechanisms and notes their tendency to be diverted to other purposes. The definition accurately reflects Smith's treatment of the concept.

domain_placement — 5.0 / 5.0

The "Regulation" domain is appropriate since sinking funds represent a governmental regulatory mechanism for managing public debt and fiscal policy. This fits well within the broader regulatory framework Smith discusses for public finance.

vsm_relevance — 4.0 / 5.0

This entity maps well to S3 (internal regulation/audit) as it represents a systematic mechanism for monitoring and controlling debt levels within the government system. It could also relate to S4 (intelligence) in terms of long-term financial planning.

explanatory_value — 4.0 / 5.0

The entity illuminates an important structural mechanism in public finance that Smith identifies as theoretically sound but practically problematic due to political pressures. It reveals the tension between designed financial controls and actual governmental behavior.

3.2 KiB Raw Blame History