Files

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

2.9 KiB

Raw Blame History

entity_slug, evaluator, evaluated_at, overall_score, scores

entity_slug

evaluator

evaluated_at

overall_score

scores

warehouse_system

null

2026-02-23T06:38:26.974499

1.2

name	value	max_value	rationale
definition_precision	1.0	5.0	There is no definition provided at all, making it impossible to assess precision or conceptual distinctness. Without any definitional content, this entity fails to establish what concept it represents.

name	value	max_value	rationale
source_grounding	1.0	5.0	With no definition, context, or source chapter specified, there is no evidence this entity is grounded in Smith's actual text. The term "warehouse system" does not appear to be a central concept in The Wealth of Nations.

name	value	max_value	rationale
domain_placement	1.0	5.0	The domain is listed as "unspecified," providing no basis for evaluating whether the entity belongs in the correct conceptual category. Without context or definition, proper domain placement cannot be assessed.

name	value	max_value	rationale
vsm_relevance	2.0	5.0	A warehouse system could theoretically map to S1 (operational storage/distribution) or S3 (resource management), but without definition or context, any VSM placement would be purely speculative. The potential exists but cannot be evaluated meaningfully.

name	value	max_value	rationale
explanatory_value	1.0	5.0	An entity with no definition, context, or source grounding provides zero explanatory value about Smith's economic theory. It neither illuminates mechanisms nor clarifies structural relations in the source material.

Evaluation: Warehouse System

definition_precision — 1.0 / 5.0

There is no definition provided at all, making it impossible to assess precision or conceptual distinctness. Without any definitional content, this entity fails to establish what concept it represents.

source_grounding — 1.0 / 5.0

With no definition, context, or source chapter specified, there is no evidence this entity is grounded in Smith's actual text. The term "warehouse system" does not appear to be a central concept in The Wealth of Nations.

domain_placement — 1.0 / 5.0

The domain is listed as "unspecified," providing no basis for evaluating whether the entity belongs in the correct conceptual category. Without context or definition, proper domain placement cannot be assessed.

vsm_relevance — 2.0 / 5.0

A warehouse system could theoretically map to S1 (operational storage/distribution) or S3 (resource management), but without definition or context, any VSM placement would be purely speculative. The potential exists but cannot be evaluated meaningfully.

explanatory_value — 1.0 / 5.0

An entity with no definition, context, or source grounding provides zero explanatory value about Smith's economic theory. It neither illuminates mechanisms nor clarifies structural relations in the source material.

2.9 KiB Raw Blame History