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tegwick d1f57272a4 feat(example): add L2 classifications for 823/988 WoN entities (S3.4)

Batch classification via OpenRouter (claude-sonnet-4). 165 entities
remain unclassified due to credit exhaustion; incremental skip means
a follow-up run will complete them automatically.

Type × VSM matrix (823 entities):
                  S1   S2   S3  S3*   S4   S5
  Element         86   75   58   21   43   32  (315 total, 38%)
  Process         39   42   37   17   67   24  (226 total, 28%)
  Institution      4   12   30   24    .   52  (122 total, 15%)
  Principle        3    7   15    2   43   32  (102 total, 12%)
  Relation         2   14    5    5   22   10   (58 total,  7%)
  Matrix fill: 29/30 cells (Institution/S4 empty — expected)

Metrics updated: type_entropy=2.0936, vsm_type_matrix_cells=29

Also:
- BatchEvaluator gains delay_seconds param for rate-limited providers
- classify CLI gains --rpm option (--rpm 10 for Gemini free tier)
- history.write_metrics_file now handles non-float metric values
  (type_distribution is a dict, was crashing round())
- run_entity_classification forwards delay_seconds to BatchEvaluator
- classify-links and graph commands added by user (entities --by-type,
  graph --format mermaid/dot, classify-links for Relation enrichment)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

2026-02-23 12:49:11 +01:00

1.1 KiB

Raw Blame History

entity_slug, entity_type, vsm_system, type_rationale, vsm_rationale, classified_at

entity_slug	entity_type	vsm_system	type_rationale	vsm_rationale	classified_at
drawback	Institution	S3*	A drawback is a socially constructed rule system within the regulatory framework that governs how duties are refunded, representing an institutionalized mechanism rather than a physical entity or process.	Drawbacks function as an audit and compliance mechanism that ensures proper inspection and verification of goods movement to prevent fraudulent abuse of duty refunds, fitting S3*'s role in maintaining system integrity.	2026-02-23T10:58:37.836007

Classification: Drawback

Entity Type

Institution

VSM System

S3*

Type Rationale

A drawback is a socially constructed rule system within the regulatory framework that governs how duties are refunded, representing an institutionalized mechanism rather than a physical entity or process.

VSM Rationale

Drawbacks function as an audit and compliance mechanism that ensures proper inspection and verification of goods movement to prevent fraudulent abuse of duty refunds, fitting S3*'s role in maintaining system integrity.

1.1 KiB Raw Blame History