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>
1.2 KiB
1.2 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 |
|---|---|---|---|---|---|
| parsimony_and_privation | Principle | S5 | Parsimony and Privation represents an abstract economic law that describes how different types of nations (commercial versus agricultural) must follow different wealth accumulation strategies, making it a theoretical rule that holds across contexts. | This principle operates at the policy level by defining the fundamental economic identity and purpose of different national systems, determining whether a nation's wealth strategy should be based on frugality or on industry with enjoyment. | 2026-02-23T11:20:24.926549 |
Classification: Parsimony And Privation
Entity Type
Principle
VSM System
S5
Type Rationale
Parsimony and Privation represents an abstract economic law that describes how different types of nations (commercial versus agricultural) must follow different wealth accumulation strategies, making it a theoretical rule that holds across contexts.
VSM Rationale
This principle operates at the policy level by defining the fundamental economic identity and purpose of different national systems, determining whether a nation's wealth strategy should be based on frugality or on industry with enjoyment.