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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

capital_accumulation_through_frugality

null

2026-02-23T04:39:59.288992

4.4

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition clearly articulates a specific economic mechanism where production surplus leads to capital investment and increased productive capacity. It avoids circularity and captures a distinct process rather than a vague concept.

name	value	max_value	rationale
source_grounding	5.0	5.0	This concept is directly grounded in Smith's text, particularly his discussions of parsimony and frugality as drivers of capital accumulation in Book II and his analysis of productive vs. unproductive labor. The mechanism described aligns closely with Smith's core theoretical framework.

name	value	max_value	rationale
domain_placement	5.0	5.0	The "Accumulation" domain is precisely correct for this entity, as it deals fundamentally with how capital stock grows over time. This is distinct from production, distribution, or consumption domains.

name	value	max_value	rationale
vsm_relevance	3.0	5.0	This entity has some VSM relevance as it relates to S4 (intelligence/adaptation) through investment decisions and S3 (regulation) through the balance of consumption and saving. However, it's more of a systemic process that spans multiple VSM functions rather than mapping cleanly to one system.

name	value	max_value	rationale
explanatory_value	5.0	5.0	This entity provides high explanatory value by illuminating the fundamental mechanism Smith proposes for economic growth and wealth creation. It reveals the structural relationship between individual frugality, capital formation, and national prosperity.

Evaluation: Capital Accumulation Through Frugality

definition_precision — 4.0 / 5.0

The definition clearly articulates a specific economic mechanism where production surplus leads to capital investment and increased productive capacity. It avoids circularity and captures a distinct process rather than a vague concept.

source_grounding — 5.0 / 5.0

This concept is directly grounded in Smith's text, particularly his discussions of parsimony and frugality as drivers of capital accumulation in Book II and his analysis of productive vs. unproductive labor. The mechanism described aligns closely with Smith's core theoretical framework.

domain_placement — 5.0 / 5.0

The "Accumulation" domain is precisely correct for this entity, as it deals fundamentally with how capital stock grows over time. This is distinct from production, distribution, or consumption domains.

vsm_relevance — 3.0 / 5.0

This entity has some VSM relevance as it relates to S4 (intelligence/adaptation) through investment decisions and S3 (regulation) through the balance of consumption and saving. However, it's more of a systemic process that spans multiple VSM functions rather than mapping cleanly to one system.

explanatory_value — 5.0 / 5.0

This entity provides high explanatory value by illuminating the fundamental mechanism Smith proposes for economic growth and wealth creation. It reveals the structural relationship between individual frugality, capital formation, and national prosperity.

3.3 KiB Raw Blame History