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>
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---
entity_slug: economic_system_practice
evaluator: null
evaluated_at: '2026-02-23T05:19:51.456189'
overall_score: 2.6
scores:
- name: definition_precision
value: 2.0
max_value: 5.0
rationale: The definition is overly broad and vague, essentially describing "how
economics works in practice" without identifying any distinct conceptual boundaries.
It reads more like a general description of applied economics than a precise,
operationalizable concept.
- name: source_grounding
value: 2.0
max_value: 5.0
rationale: While Smith does discuss different economic systems and their practical
applications, this entity appears to be a modern analytical construct rather than
a concept Smith explicitly develops. The attribution to "Book IV, Chapter 0" is
also problematic since Book IV doesn't have a Chapter 0.
- name: domain_placement
value: 3.0
max_value: 5.0
rationale: '"Regulation" is a reasonable domain for discussing how economic systems
operate in practice, though this concept is so broad it could arguably fit in
multiple domains. The placement isn''t wrong but reflects the entity''s lack of
conceptual specificity.'
- name: vsm_relevance
value: 4.0
max_value: 5.0
rationale: This entity maps well to VSM System 1 (primary operations) as it describes
the actual implementation and operation of economic arrangements. It could also
relate to S3 (internal regulation) in terms of how systems are monitored and controlled
in practice.
- name: explanatory_value
value: 2.0
max_value: 5.0
rationale: The entity provides little explanatory power beyond stating that economic
theories must be implemented in practice. It doesn't illuminate specific mechanisms,
structural relations, or causal processes that would enhance understanding of
Smith's economic analysis.
---
# Evaluation: Economic System Practice
## definition_precision — 2.0 / 5.0
The definition is overly broad and vague, essentially describing "how economics works in practice" without identifying any distinct conceptual boundaries. It reads more like a general description of applied economics than a precise, operationalizable concept.
## source_grounding — 2.0 / 5.0
While Smith does discuss different economic systems and their practical applications, this entity appears to be a modern analytical construct rather than a concept Smith explicitly develops. The attribution to "Book IV, Chapter 0" is also problematic since Book IV doesn't have a Chapter 0.
## domain_placement — 3.0 / 5.0
"Regulation" is a reasonable domain for discussing how economic systems operate in practice, though this concept is so broad it could arguably fit in multiple domains. The placement isn't wrong but reflects the entity's lack of conceptual specificity.
## vsm_relevance — 4.0 / 5.0
This entity maps well to VSM System 1 (primary operations) as it describes the actual implementation and operation of economic arrangements. It could also relate to S3 (internal regulation) in terms of how systems are monitored and controlled in practice.
## explanatory_value — 2.0 / 5.0
The entity provides little explanatory power beyond stating that economic theories must be implemented in practice. It doesn't illuminate specific mechanisms, structural relations, or causal processes that would enhance understanding of Smith's economic analysis.