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 |
|---|---|---|---|---|---|
| artificial_direction_of_industry | Process | S3 | Artificial direction of industry is an ongoing governmental activity of forcing capital and labor into specific economic activities through various interventions, making it a process rather than a static entity. | This process operates as a management function where government authorities allocate resources and control operations by directing where capital and labor should be employed, which is the core function of S3 management systems. | 2026-02-23T10:43:48.513265 |
Classification: Artificial Direction Of Industry
Entity Type
Process
VSM System
S3
Type Rationale
Artificial direction of industry is an ongoing governmental activity of forcing capital and labor into specific economic activities through various interventions, making it a process rather than a static entity.
VSM Rationale
This process operates as a management function where government authorities allocate resources and control operations by directing where capital and labor should be employed, which is the core function of S3 management systems.