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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/productive_abilities.md Normal file
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---
entity_slug: productive_abilities
evaluator: null
evaluated_at: '2026-02-23T06:09:50.132455'
overall_score: 1.6
scores:
- name: definition_precision
value: 1.0
max_value: 5.0
rationale: There is no definition provided at all, making this entity completely
imprecise. Without any definitional content, it's impossible to assess whether
the concept is distinct or merely a vague umbrella term.
- name: source_grounding
value: 2.0
max_value: 5.0
rationale: While "productive abilities" could relate to Smith's discussions of labor
productivity and skill development, without specific textual grounding or context
provided, it's unclear whether this represents a concept Smith actually articulated
or is an interpretive overlay. The complete absence of source chapter information
further undermines confidence in its grounding.
- name: domain_placement
value: 1.0
max_value: 5.0
rationale: With no domain specified and no definition or context provided, it's
impossible to assess whether this entity is correctly categorized. The entity
exists in a conceptual vacuum without any thematic anchoring.
- name: vsm_relevance
value: 3.0
max_value: 5.0
rationale: '"Productive abilities" could potentially map to S1 (primary operations)
as it likely relates to the operational capabilities of economic actors, but without
a clear definition, this mapping remains speculative. The concept is not inherently
VSM-neutral, but its current form makes precise placement impossible.'
- name: explanatory_value
value: 1.0
max_value: 5.0
rationale: Without any definition, context, or elaboration, this entity provides
zero explanatory power. It merely presents a label without illuminating any mechanisms,
relationships, or structural elements from Smith's work.
---
# Evaluation: Productive Abilities
## definition_precision — 1.0 / 5.0
There is no definition provided at all, making this entity completely imprecise. Without any definitional content, it's impossible to assess whether the concept is distinct or merely a vague umbrella term.
## source_grounding — 2.0 / 5.0
While "productive abilities" could relate to Smith's discussions of labor productivity and skill development, without specific textual grounding or context provided, it's unclear whether this represents a concept Smith actually articulated or is an interpretive overlay. The complete absence of source chapter information further undermines confidence in its grounding.
## domain_placement — 1.0 / 5.0
With no domain specified and no definition or context provided, it's impossible to assess whether this entity is correctly categorized. The entity exists in a conceptual vacuum without any thematic anchoring.
## vsm_relevance — 3.0 / 5.0
"Productive abilities" could potentially map to S1 (primary operations) as it likely relates to the operational capabilities of economic actors, but without a clear definition, this mapping remains speculative. The concept is not inherently VSM-neutral, but its current form makes precise placement impossible.
## explanatory_value — 1.0 / 5.0
Without any definition, context, or elaboration, this entity provides zero explanatory power. It merely presents a label without illuminating any mechanisms, relationships, or structural elements from Smith's work.