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>
This commit is contained in:
2026-02-23 09:36:46 +01:00
parent 81a4c8796a
commit a9ca0adfcf
986 changed files with 63216 additions and 1 deletions

View File

@@ -0,0 +1,63 @@
---
entity_slug: bank_financial_system_stability
evaluator: null
evaluated_at: '2026-02-23T00:42:17.203459'
overall_score: 4.0
scores:
- name: definition_precision
value: 3.0
max_value: 5.0
rationale: The definition captures a coherent concept about financial system stability
but remains somewhat broad and umbrella-like. While it identifies key components
(banks, financial institutions, regulation), it could be more precise about what
constitutes "stability" and "essential financial services."
- name: source_grounding
value: 4.0
max_value: 5.0
rationale: Smith does indeed analyze banking and financial stability in Book II,
Chapter 2, discussing how banks should operate prudently and the conditions for
financial system soundness. The entity accurately reflects Smith's concerns about
banking regulation and systemic stability.
- name: domain_placement
value: 5.0
max_value: 5.0
rationale: '"Regulation" is the correct domain placement, as Smith''s discussion
of financial system stability is fundamentally about the need for appropriate
regulatory frameworks and market discipline to maintain banking soundness.'
- name: vsm_relevance
value: 4.0
max_value: 5.0
rationale: This entity maps well to S3 (internal regulation/audit) as it concerns
the regulatory mechanisms needed to maintain system stability, and partially to
S2 (coordination/anti-oscillation) as financial stability involves dampening destabilizing
fluctuations across the financial system.
- name: explanatory_value
value: 4.0
max_value: 5.0
rationale: The entity provides genuine explanatory value by illuminating the structural
relationship between regulation, market discipline, and economic development.
It captures an important mechanism Smith identifies for how financial systems
can support broader economic growth through stability.
---
# Evaluation: Bank Financial System Stability
## definition_precision — 3.0 / 5.0
The definition captures a coherent concept about financial system stability but remains somewhat broad and umbrella-like. While it identifies key components (banks, financial institutions, regulation), it could be more precise about what constitutes "stability" and "essential financial services."
## source_grounding — 4.0 / 5.0
Smith does indeed analyze banking and financial stability in Book II, Chapter 2, discussing how banks should operate prudently and the conditions for financial system soundness. The entity accurately reflects Smith's concerns about banking regulation and systemic stability.
## domain_placement — 5.0 / 5.0
"Regulation" is the correct domain placement, as Smith's discussion of financial system stability is fundamentally about the need for appropriate regulatory frameworks and market discipline to maintain banking soundness.
## vsm_relevance — 4.0 / 5.0
This entity maps well to S3 (internal regulation/audit) as it concerns the regulatory mechanisms needed to maintain system stability, and partially to S2 (coordination/anti-oscillation) as financial stability involves dampening destabilizing fluctuations across the financial system.
## explanatory_value — 4.0 / 5.0
The entity provides genuine explanatory value by illuminating the structural relationship between regulation, market discipline, and economic development. It captures an important mechanism Smith identifies for how financial systems can support broader economic growth through stability.