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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

3.7 KiB

Raw Blame History

entity_slug, evaluator, evaluated_at, overall_score, scores

entity_slug

evaluator

evaluated_at

overall_score

scores

natural_employment_of_capital

null

2026-02-23T05:58:55.298507

4.2

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition clearly distinguishes natural capital employment from artificial/government-directed allocation, with specific reference to comparative advantage and market forces. It could be slightly more precise about what constitutes "artificial intervention" but captures a distinct economic concept.

name	value	max_value	rationale
source_grounding	5.0	5.0	This concept is directly grounded in Book IV, Chapter 2, where Smith extensively discusses how capital naturally flows to advantageous employment and criticizes government attempts to direct it. The definition accurately reflects Smith's core argument about individual advantage promoting efficient resource allocation.

name	value	max_value	rationale
domain_placement	5.0	5.0	Placement in the "Accumulation" domain is correct, as this concept deals with how accumulated capital gets deployed in the economy. This is fundamentally about capital allocation mechanisms rather than production, distribution, or consumption.

name	value	max_value	rationale
vsm_relevance	3.0	5.0	This entity has some VSM relevance as it relates to S4 (intelligence/environmental adaptation) through market-based information processing and resource allocation. However, it's somewhat abstract and doesn't map cleanly to operational VSM functions, making it more VSM-neutral than directly applicable.

name	value	max_value	rationale
explanatory_value	4.0	5.0	The entity provides genuine explanatory power by illuminating the mechanism through which markets allocate capital efficiently without central direction. It explains a fundamental structural relation between individual incentives and systemic efficiency, though it could be more specific about the underlying mechanisms.

Evaluation: Natural Employment Of Capital

definition_precision — 4.0 / 5.0

The definition clearly distinguishes natural capital employment from artificial/government-directed allocation, with specific reference to comparative advantage and market forces. It could be slightly more precise about what constitutes "artificial intervention" but captures a distinct economic concept.

source_grounding — 5.0 / 5.0

This concept is directly grounded in Book IV, Chapter 2, where Smith extensively discusses how capital naturally flows to advantageous employment and criticizes government attempts to direct it. The definition accurately reflects Smith's core argument about individual advantage promoting efficient resource allocation.

domain_placement — 5.0 / 5.0

Placement in the "Accumulation" domain is correct, as this concept deals with how accumulated capital gets deployed in the economy. This is fundamentally about capital allocation mechanisms rather than production, distribution, or consumption.

vsm_relevance — 3.0 / 5.0

This entity has some VSM relevance as it relates to S4 (intelligence/environmental adaptation) through market-based information processing and resource allocation. However, it's somewhat abstract and doesn't map cleanly to operational VSM functions, making it more VSM-neutral than directly applicable.

explanatory_value — 4.0 / 5.0

The entity provides genuine explanatory power by illuminating the mechanism through which markets allocate capital efficiently without central direction. It explains a fundamental structural relation between individual incentives and systemic efficiency, though it could be more specific about the underlying mechanisms.

3.7 KiB Raw Blame History