Files

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

annuities_for_lives

null

2026-02-23T00:34:13.662464

4.0

name	value	max_value	rationale
definition_precision	4.0	5.0	The definition clearly distinguishes annuities for lives from other financial instruments by specifying they provide payments for the duration of specified individuals' lives. It precisely captures the mechanism and governmental use case without circularity.

name	value	max_value	rationale
source_grounding	5.0	5.0	This entity is directly grounded in Smith's actual discussion in Book V, Chapter 3, where he explicitly examines annuities for lives as a government borrowing method and compares their use in France versus England. The definition accurately reflects Smith's treatment of the concept.

name	value	max_value	rationale
domain_placement	4.0	5.0	"Regulation" is appropriate since Smith discusses these as instruments of government financial policy and borrowing strategy. However, "Public Finance" might be a more precise domain classification given the specific governmental context.

name	value	max_value	rationale
vsm_relevance	3.0	5.0	This maps reasonably well to S3 (internal regulation) as a government financial management tool, and potentially S4 (intelligence) regarding adaptation to borrowing needs. However, it's primarily a financial instrument rather than a core systemic function.

name	value	max_value	rationale
explanatory_value	4.0	5.0	The entity illuminates an important mechanism of government finance and reveals structural differences between national approaches to public borrowing. It provides genuine insight into how governments manage debt and risk through different financial instruments.

Evaluation: Annuities For Lives

definition_precision — 4.0 / 5.0

The definition clearly distinguishes annuities for lives from other financial instruments by specifying they provide payments for the duration of specified individuals' lives. It precisely captures the mechanism and governmental use case without circularity.

source_grounding — 5.0 / 5.0

This entity is directly grounded in Smith's actual discussion in Book V, Chapter 3, where he explicitly examines annuities for lives as a government borrowing method and compares their use in France versus England. The definition accurately reflects Smith's treatment of the concept.

domain_placement — 4.0 / 5.0

"Regulation" is appropriate since Smith discusses these as instruments of government financial policy and borrowing strategy. However, "Public Finance" might be a more precise domain classification given the specific governmental context.

vsm_relevance — 3.0 / 5.0

This maps reasonably well to S3 (internal regulation) as a government financial management tool, and potentially S4 (intelligence) regarding adaptation to borrowing needs. However, it's primarily a financial instrument rather than a core systemic function.

explanatory_value — 4.0 / 5.0

The entity illuminates an important mechanism of government finance and reveals structural differences between national approaches to public borrowing. It provides genuine insight into how governments manage debt and risk through different financial instruments.

3.3 KiB Raw Blame History