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>
1.1 KiB
1.1 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 |
|---|---|---|---|---|---|
| balance_of_trade | Element | S4 | Balance of Trade is a measurable stock or state that exists as a quantifiable difference between exports and imports at any given time, making it a persistent entity rather than a process or relationship. | Balance of Trade serves as a key intelligence metric that governments and merchants use to scan and interpret their economic environment, particularly in assessing national economic performance relative to other countries. | 2026-02-23T10:44:28.272680 |
Classification: Balance Of Trade
Entity Type
Element
VSM System
S4
Type Rationale
Balance of Trade is a measurable stock or state that exists as a quantifiable difference between exports and imports at any given time, making it a persistent entity rather than a process or relationship.
VSM Rationale
Balance of Trade serves as a key intelligence metric that governments and merchants use to scan and interpret their economic environment, particularly in assessing national economic performance relative to other countries.