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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

3.5 KiB

Raw Blame History

entity_slug, evaluator, evaluated_at, overall_score, scores

entity_slug

evaluator

evaluated_at

overall_score

scores

capitation_tax

null

2026-02-23T04:41:46.665314

4.2

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition clearly distinguishes capitation tax as a levy on individuals independent of wealth/income, contrasting it with other tax types. It precisely captures the arbitrary nature when based on supposed fortune and inequality when based on rank.

name	value	max_value	rationale
source_grounding	5.0	5.0	This entity is directly grounded in Smith's detailed discussion of capitation taxes in Book V, Chapter 2, where he explicitly analyzes their arbitrary and unequal nature. The definition accurately reflects Smith's specific criticisms and observations about their implementation across different countries.

name	value	max_value	rationale
domain_placement	5.0	5.0	"General Theory" is the appropriate domain placement as capitation taxes represent a fundamental category in Smith's broader theoretical framework of taxation principles. This fits naturally within his systematic analysis of different tax types and their economic effects.

name	value	max_value	rationale
vsm_relevance	3.0	5.0	Capitation tax maps moderately well to S3 (internal regulation) as a government mechanism for resource extraction and control, but it's primarily a policy instrument rather than a core systemic function. It has some S5 relevance as a policy choice reflecting governmental identity and values.

name	value	max_value	rationale
explanatory_value	4.0	5.0	This entity provides strong explanatory value by illuminating the structural problems of taxation systems that ignore economic capacity. It reveals the mechanism by which certain tax designs create systematic inequality and administrative arbitrariness, contributing to Smith's broader theory of optimal taxation.

Evaluation: Capitation Tax

definition_precision — 4.0 / 5.0

The definition clearly distinguishes capitation tax as a levy on individuals independent of wealth/income, contrasting it with other tax types. It precisely captures the arbitrary nature when based on supposed fortune and inequality when based on rank.

source_grounding — 5.0 / 5.0

This entity is directly grounded in Smith's detailed discussion of capitation taxes in Book V, Chapter 2, where he explicitly analyzes their arbitrary and unequal nature. The definition accurately reflects Smith's specific criticisms and observations about their implementation across different countries.

domain_placement — 5.0 / 5.0

"General Theory" is the appropriate domain placement as capitation taxes represent a fundamental category in Smith's broader theoretical framework of taxation principles. This fits naturally within his systematic analysis of different tax types and their economic effects.

vsm_relevance — 3.0 / 5.0

Capitation tax maps moderately well to S3 (internal regulation) as a government mechanism for resource extraction and control, but it's primarily a policy instrument rather than a core systemic function. It has some S5 relevance as a policy choice reflecting governmental identity and values.

explanatory_value — 4.0 / 5.0

This entity provides strong explanatory value by illuminating the structural problems of taxation systems that ignore economic capacity. It reveals the mechanism by which certain tax designs create systematic inequality and administrative arbitrariness, contributing to Smith's broader theory of optimal taxation.

3.5 KiB Raw Blame History