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 |
|---|---|---|---|---|---|
| exchange | Process | S2 | Exchange is defined as "the act of giving up something possessed in return for something desired," which describes an activity or transformation with duration rather than something that exists independently. | Exchange functions as the coordination mechanism that enables the division of labour by providing the signals and assurance that specialized output can be traded for needed goods, serving an anti-oscillation role in the economic system. | 2026-02-23T11:04:57.763737 |
Classification: Exchange
Entity Type
Process
VSM System
S2
Type Rationale
Exchange is defined as "the act of giving up something possessed in return for something desired," which describes an activity or transformation with duration rather than something that exists independently.
VSM Rationale
Exchange functions as the coordination mechanism that enables the division of labour by providing the signals and assurance that specialized output can be traded for needed goods, serving an anti-oscillation role in the economic system.