tegwick
d1f57272a4
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>
1.2 KiB
1.2 KiB
entity_slug, entity_type, vsm_system, type_rationale, vsm_rationale, classified_at
| entity_slug | entity_type | vsm_system | type_rationale | vsm_rationale | classified_at |
|---|---|---|---|---|---|
| old_subsidy_drawback_rules | Institution | S3* | The Old Subsidy Drawback Rules represent a formal regulatory framework that established standardized procedures and timeframes for duty recovery, functioning as a socially constructed rule system governing merchant behavior in export trade. | These rules primarily operated as an audit and compliance mechanism, establishing inspection procedures and integrity controls to ensure proper administration of drawback claims and prevent abuse of the duty recovery system. | 2026-02-23T11:19:46.823795 |
Classification: Old Subsidy Drawback Rules
Entity Type
Institution
VSM System
S3*
Type Rationale
The Old Subsidy Drawback Rules represent a formal regulatory framework that established standardized procedures and timeframes for duty recovery, functioning as a socially constructed rule system governing merchant behavior in export trade.
VSM Rationale
These rules primarily operated as an audit and compliance mechanism, establishing inspection procedures and integrity controls to ensure proper administration of drawback claims and prevent abuse of the duty recovery system.