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 |
|---|---|---|---|---|---|
| re_exportation_drawback | Institution | S3* | Re-exportation drawback is a socially constructed rule system that governs how tax refunds are administered in international trade, establishing formal procedures and norms for duty recovery. | This mechanism functions as an audit and compliance system that ensures the integrity of trade taxation by verifying that duties are properly refunded when goods are re-exported, preventing double taxation through systematic inspection of trade flows. | 2026-02-23T11:24:35.699877 |
Classification: Re Exportation Drawback
Entity Type
Institution
VSM System
S3*
Type Rationale
Re-exportation drawback is a socially constructed rule system that governs how tax refunds are administered in international trade, establishing formal procedures and norms for duty recovery.
VSM Rationale
This mechanism functions as an audit and compliance system that ensures the integrity of trade taxation by verifying that duties are properly refunded when goods are re-exported, preventing double taxation through systematic inspection of trade flows.