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
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entity_slug, entity_type, vsm_system, type_rationale, vsm_rationale, classified_at
| entity_slug | entity_type | vsm_system | type_rationale | vsm_rationale | classified_at |
|---|---|---|---|---|---|
| economic_system_diffusion_mechanism | Process | S4 | Economic System Diffusion Mechanism represents an ongoing activity of spreading and adapting economic arrangements across contexts rather than a static entity or rule. | This mechanism operates as an intelligence function that scans different economic environments and facilitates the adaptation of successful systems to new contexts, which aligns with S4's role in environmental scanning and adaptation. | 2026-02-23T11:01:13.129614 |
Classification: Economic System Diffusion Mechanism
Entity Type
Process
VSM System
S4
Type Rationale
Economic System Diffusion Mechanism represents an ongoing activity of spreading and adapting economic arrangements across contexts rather than a static entity or rule.
VSM Rationale
This mechanism operates as an intelligence function that scans different economic environments and facilitates the adaptation of successful systems to new contexts, which aligns with S4's role in environmental scanning and adaptation.