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 |
|---|---|---|---|---|---|
| inland_duty_drawback | Institution | S3* | Inland Duty Drawback is a socially constructed rule system that governs the recovery of domestic duties on exported goods, establishing formal procedures and norms for preventing internal taxation from creating trade barriers. | This mechanism functions as an audit and compliance system that ensures the integrity of trade policy by inspecting and verifying that domestic duties are properly recovered to maintain fair competition in international markets. | 2026-02-23T11:09:51.228880 |
Classification: Inland Duty Drawback
Entity Type
Institution
VSM System
S3*
Type Rationale
Inland Duty Drawback is a socially constructed rule system that governs the recovery of domestic duties on exported goods, establishing formal procedures and norms for preventing internal taxation from creating trade barriers.
VSM Rationale
This mechanism functions as an audit and compliance system that ensures the integrity of trade policy by inspecting and verifying that domestic duties are properly recovered to maintain fair competition in international markets.