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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

fraud_in_drawback_system

null

2026-02-23T05:31:00.842843

2.4

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 distinctness. The entity exists only as a title without any conceptual content.

name	value	max_value	rationale
source_grounding	2.0	5.0	While Smith does discuss drawbacks (export bounties/refunds) and mentions potential for abuse in tax systems, the specific framing as "fraud in drawback system" may not be explicitly articulated as a distinct concept in the source text. Without seeing the actual definition and context, it's unclear if this represents Smith's own conceptualization.

name	value	max_value	rationale
domain_placement	3.0	5.0	The concept would logically belong in public finance or trade policy domains, which are central to Smith's work, but without a specified domain or definition, proper placement cannot be confirmed. The economic relevance is apparent but underspecified.

name	value	max_value	rationale
vsm_relevance	4.0	5.0	This entity would map well to S3 (internal regulation/audit) as it concerns detecting and preventing abuse within government financial systems. The concept has clear VSM relevance for control and monitoring functions.

name	value	max_value	rationale
explanatory_value	2.0	5.0	While fraud in tax/trade systems could illuminate important structural weaknesses in government finance, without any definition or context provided, this entity currently offers no explanatory power beyond naming a potential problem area. It remains a surface-level label rather than an analytical concept.

Evaluation: Fraud In Drawback System

definition_precision — 1.0 / 5.0

There is no definition provided at all, making it impossible to assess precision or distinctness. The entity exists only as a title without any conceptual content.

source_grounding — 2.0 / 5.0

While Smith does discuss drawbacks (export bounties/refunds) and mentions potential for abuse in tax systems, the specific framing as "fraud in drawback system" may not be explicitly articulated as a distinct concept in the source text. Without seeing the actual definition and context, it's unclear if this represents Smith's own conceptualization.

domain_placement — 3.0 / 5.0

The concept would logically belong in public finance or trade policy domains, which are central to Smith's work, but without a specified domain or definition, proper placement cannot be confirmed. The economic relevance is apparent but underspecified.

vsm_relevance — 4.0 / 5.0

This entity would map well to S3 (internal regulation/audit) as it concerns detecting and preventing abuse within government financial systems. The concept has clear VSM relevance for control and monitoring functions.

explanatory_value — 2.0 / 5.0

While fraud in tax/trade systems could illuminate important structural weaknesses in government finance, without any definition or context provided, this entity currently offers no explanatory power beyond naming a potential problem area. It remains a surface-level label rather than an analytical concept.

3.3 KiB Raw Blame History