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>
1.3 KiB
1.3 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 |
|---|---|---|---|---|---|
| natural_balance_of_employments | Principle | S4 | Natural Balance of Employments represents an abstract economic law describing how equilibrium spontaneously emerges across different sectors based on market forces, making it a theoretical principle that holds across various economic contexts. | This principle operates as part of the intelligence system that enables the economy to adapt and self-organize by scanning environmental conditions (profitability, resource requirements, market demands) to guide optimal resource allocation without central direction. | 2026-02-23T11:17:47.905224 |
Classification: Natural Balance Of Employments
Entity Type
Principle
VSM System
S4
Type Rationale
Natural Balance of Employments represents an abstract economic law describing how equilibrium spontaneously emerges across different sectors based on market forces, making it a theoretical principle that holds across various economic contexts.
VSM Rationale
This principle operates as part of the intelligence system that enables the economy to adapt and self-organize by scanning environmental conditions (profitability, resource requirements, market demands) to guide optimal resource allocation without central direction.