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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

3.6 KiB

Raw Blame History

entity_slug, evaluator, evaluated_at, overall_score, scores

entity_slug

evaluator

evaluated_at

overall_score

scores

land_tax

null

2026-02-23T05:40:22.873827

4.2

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition clearly distinguishes land tax from other forms of taxation by specifying it's levied on rent or value of land, and notes the key distinction between fixed and variable assessment methods. It's precise and non-circular, though could be slightly more specific about what constitutes "land" in this context.

name	value	max_value	rationale
source_grounding	5.0	5.0	This entity is directly grounded in Smith's detailed analysis in Book V, Chapter 2, where he extensively discusses land taxation methods, comparing English fixed valuation systems with variable approaches. The definition accurately reflects Smith's actual treatment of this topic.

name	value	max_value	rationale
domain_placement	5.0	5.0	"General Theory" is the appropriate domain placement as land taxation is part of Smith's broader theoretical framework on public finance and 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	Land tax has moderate VSM relevance, primarily mapping to S3 (internal regulation) as a mechanism for resource allocation and government revenue generation. However, it's more of a policy instrument than a core systemic function, making the VSM mapping somewhat indirect.

name	value	max_value	rationale
explanatory_value	4.0	5.0	This entity provides good explanatory value by illuminating Smith's analysis of how different tax assessment methods affect both government revenue stability and landowner incentives. It reveals important structural relationships between taxation policy and economic behavior, though it's more descriptive of policy mechanisms than fundamental economic principles.

Evaluation: Land Tax

definition_precision — 4.0 / 5.0

The definition clearly distinguishes land tax from other forms of taxation by specifying it's levied on rent or value of land, and notes the key distinction between fixed and variable assessment methods. It's precise and non-circular, though could be slightly more specific about what constitutes "land" in this context.

source_grounding — 5.0 / 5.0

This entity is directly grounded in Smith's detailed analysis in Book V, Chapter 2, where he extensively discusses land taxation methods, comparing English fixed valuation systems with variable approaches. The definition accurately reflects Smith's actual treatment of this topic.

domain_placement — 5.0 / 5.0

"General Theory" is the appropriate domain placement as land taxation is part of Smith's broader theoretical framework on public finance and taxation principles. This fits naturally within his systematic analysis of different tax types and their economic effects.

vsm_relevance — 3.0 / 5.0

Land tax has moderate VSM relevance, primarily mapping to S3 (internal regulation) as a mechanism for resource allocation and government revenue generation. However, it's more of a policy instrument than a core systemic function, making the VSM mapping somewhat indirect.

explanatory_value — 4.0 / 5.0

This entity provides good explanatory value by illuminating Smith's analysis of how different tax assessment methods affect both government revenue stability and landowner incentives. It reveals important structural relationships between taxation policy and economic behavior, though it's more descriptive of policy mechanisms than fundamental economic principles.

3.6 KiB Raw Blame History