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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/bank_credit_allocation.md Normal file
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---
entity_slug: bank_credit_allocation
evaluator: null
evaluated_at: '2026-02-23T00:37:42.440673'
overall_score: 4.2
scores:
- name: definition_precision
value: 4.0
max_value: 5.0
rationale: The definition clearly identifies bank credit allocation as a decision-making
process about financing borrowers and projects, with measurable effects on capital
distribution and economic outcomes. It avoids circularity and captures a distinct
economic mechanism rather than a vague concept.
- name: source_grounding
value: 4.0
max_value: 5.0
rationale: Smith does examine banking practices and their economic effects in Book
II, Chapter 2, including how banks' lending decisions influence economic development.
The entity accurately reflects Smith's analysis of how banking operations affect
broader economic productivity and growth.
- name: domain_placement
value: 5.0
max_value: 5.0
rationale: '"Accumulation" is the correct domain placement since credit allocation
directly determines how capital is accumulated and deployed across different economic
sectors. This process is fundamental to Smith''s analysis of capital formation
and economic growth in Book II.'
- name: vsm_relevance
value: 4.0
max_value: 5.0
rationale: This entity maps well to S1 (primary operations of the banking system)
and S4 (intelligence gathering about borrower creditworthiness and market opportunities).
The decision-making process involves both operational execution and environmental
assessment of economic conditions.
- name: explanatory_value
value: 4.0
max_value: 5.0
rationale: The entity illuminates a crucial mechanism by which financial institutions
shape economic development through their allocation decisions. It explains how
micro-level banking choices aggregate into macro-level effects on productivity
and capital distribution, providing genuine insight into economic structure.
---
# Evaluation: Bank Credit Allocation
## definition_precision — 4.0 / 5.0
The definition clearly identifies bank credit allocation as a decision-making process about financing borrowers and projects, with measurable effects on capital distribution and economic outcomes. It avoids circularity and captures a distinct economic mechanism rather than a vague concept.
## source_grounding — 4.0 / 5.0
Smith does examine banking practices and their economic effects in Book II, Chapter 2, including how banks' lending decisions influence economic development. The entity accurately reflects Smith's analysis of how banking operations affect broader economic productivity and growth.
## domain_placement — 5.0 / 5.0
"Accumulation" is the correct domain placement since credit allocation directly determines how capital is accumulated and deployed across different economic sectors. This process is fundamental to Smith's analysis of capital formation and economic growth in Book II.
## vsm_relevance — 4.0 / 5.0
This entity maps well to S1 (primary operations of the banking system) and S4 (intelligence gathering about borrower creditworthiness and market opportunities). The decision-making process involves both operational execution and environmental assessment of economic conditions.
## explanatory_value — 4.0 / 5.0
The entity illuminates a crucial mechanism by which financial institutions shape economic development through their allocation decisions. It explains how micro-level banking choices aggregate into macro-level effects on productivity and capital distribution, providing genuine insight into economic structure.