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>
1.1 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 |
|---|---|---|---|---|---|
| bank_credit_cycles | Process | S2 | Bank Credit Cycles represents a recurring flow of credit expansion and contraction with duration over time, making it a process rather than a static entity or structural rule. | These cycles function as coordination mechanisms that create oscillations in the economy through alternating periods of credit availability and restriction, which is precisely what S2 systems are designed to dampen through anti-oscillatory coordination. | 2026-02-23T10:44:48.233654 |
Classification: Bank Credit Cycles
Entity Type
Process
VSM System
S2
Type Rationale
Bank Credit Cycles represents a recurring flow of credit expansion and contraction with duration over time, making it a process rather than a static entity or structural rule.
VSM Rationale
These cycles function as coordination mechanisms that create oscillations in the economy through alternating periods of credit availability and restriction, which is precisely what S2 systems are designed to dampen through anti-oscillatory coordination.