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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

productive_abilities

null

2026-02-23T06:09:50.132455

1.6

name	value	max_value	rationale
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.

name	value	max_value	rationale
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.

name	value	max_value	rationale
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.

name	value	max_value	rationale
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.

name	value	max_value	rationale
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.

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.

3.3 KiB Raw Blame History