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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

3.3 KiB

Raw Blame History

entity_slug, evaluator, evaluated_at, overall_score, scores

entity_slug

evaluator

evaluated_at

overall_score

scores

convenience_in_taxation

null

2026-02-23T05:02:35.095897

4.2

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition clearly captures a distinct concept about timing and method of tax collection to minimize taxpayer burden. It avoids circularity and distinguishes convenience from other taxation principles like equity or efficiency.

name	value	max_value	rationale
source_grounding	5.0	5.0	This is directly grounded in Smith's explicit third maxim of taxation from Book V, Chapter 2, where he specifically discusses the importance of convenient timing and methods for tax collection. The entity accurately reflects Smith's own articulation of this principle.

name	value	max_value	rationale
domain_placement	5.0	5.0	"General Theory" is the appropriate domain placement as this represents one of Smith's fundamental theoretical principles of taxation rather than a specific application or institutional arrangement. It belongs squarely in his systematic framework of tax theory.

name	value	max_value	rationale
vsm_relevance	3.0	5.0	This principle has some relevance to S3 (internal regulation) as it concerns the operational design of tax collection systems, but it's primarily a design criterion rather than a functional system component. It's somewhat VSM-neutral as a normative principle.

name	value	max_value	rationale
explanatory_value	4.0	5.0	The entity provides genuine explanatory value by illuminating how the design of tax collection mechanisms affects compliance and economic disruption. It reveals the structural relationship between administrative convenience and fiscal effectiveness, going beyond mere surface description.

Evaluation: Convenience In Taxation

definition_precision — 4.0 / 5.0

The definition clearly captures a distinct concept about timing and method of tax collection to minimize taxpayer burden. It avoids circularity and distinguishes convenience from other taxation principles like equity or efficiency.

source_grounding — 5.0 / 5.0

This is directly grounded in Smith's explicit third maxim of taxation from Book V, Chapter 2, where he specifically discusses the importance of convenient timing and methods for tax collection. The entity accurately reflects Smith's own articulation of this principle.

domain_placement — 5.0 / 5.0

"General Theory" is the appropriate domain placement as this represents one of Smith's fundamental theoretical principles of taxation rather than a specific application or institutional arrangement. It belongs squarely in his systematic framework of tax theory.

vsm_relevance — 3.0 / 5.0

This principle has some relevance to S3 (internal regulation) as it concerns the operational design of tax collection systems, but it's primarily a design criterion rather than a functional system component. It's somewhat VSM-neutral as a normative principle.

explanatory_value — 4.0 / 5.0

The entity provides genuine explanatory value by illuminating how the design of tax collection mechanisms affects compliance and economic disruption. It reveals the structural relationship between administrative convenience and fiscal effectiveness, going beyond mere surface description.

3.3 KiB Raw Blame History