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feat(example): add per-entity LLM evaluations for 985 WoN entities (S3.3)

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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>
This commit is contained in:
Bernd Worsch
2026-02-23 09:36:46 +01:00
parent 81a4c8796a
commit a9ca0adfcf
986 changed files with 63216 additions and 1 deletions
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examples/infospace-with-history/output/evaluations/warehouse_system.md Normal file
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---
entity_slug: warehouse_system
evaluator: null
evaluated_at: '2026-02-23T06:38:26.974499'
overall_score: 1.2
scores:
- name: definition_precision
value: 1.0
max_value: 5.0
rationale: 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: source_grounding
value: 1.0
max_value: 5.0
rationale: 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: domain_placement
value: 1.0
max_value: 5.0
rationale: 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: vsm_relevance
value: 2.0
max_value: 5.0
rationale: 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: explanatory_value
value: 1.0
max_value: 5.0
rationale: 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.