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>
1.3 KiB
1.3 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 |
|---|---|---|---|---|---|
| economic_system_theory | Principle | S5 | Economic System Theory represents an abstract theoretical framework that provides universal principles and analytical tools for understanding how economic arrangements function across different contexts, making it a principle rather than a concrete entity or process. | As the foundational intellectual framework that establishes the identity and purpose of political economy as a science, Economic System Theory operates at the highest level of systemic organization where ultimate authority over economic understanding and evaluation resides. | 2026-02-23T11:03:54.836975 |
Classification: Economic System Theory
Entity Type
Principle
VSM System
S5
Type Rationale
Economic System Theory represents an abstract theoretical framework that provides universal principles and analytical tools for understanding how economic arrangements function across different contexts, making it a principle rather than a concrete entity or process.
VSM Rationale
As the foundational intellectual framework that establishes the identity and purpose of political economy as a science, Economic System Theory operates at the highest level of systemic organization where ultimate authority over economic understanding and evaluation resides.