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 |
|---|---|---|---|---|---|
| natural_order_inversion | Principle | S4 | "Natural Order Inversion" appears to describe an abstract theoretical concept about the reversal or disruption of expected economic arrangements, making it a principle that would hold across different contexts. | As a concept dealing with the inversion of natural order, this principle would primarily function in the intelligence system that analyzes how economic environments adapt and respond to disruptions of expected patterns. | 2026-02-23T11:18:38.601248 |
Classification: Natural Order Inversion
Entity Type
Principle
VSM System
S4
Type Rationale
"Natural Order Inversion" appears to describe an abstract theoretical concept about the reversal or disruption of expected economic arrangements, making it a principle that would hold across different contexts.
VSM Rationale
As a concept dealing with the inversion of natural order, this principle would primarily function in the intelligence system that analyzes how economic environments adapt and respond to disruptions of expected patterns.