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 |
|---|---|---|---|---|---|
| commercial_maxims_inversion | Principle | S4 | Commercial Maxims Inversion represents an abstract theoretical claim about how mercantile thinking systematically distorts economic reasoning, functioning as a general law that Smith argues holds across different national contexts and policy domains. | This principle operates primarily in the intelligence function by shaping how nations scan and interpret their economic environment, specifically causing them to misread neighboring prosperity as a threat rather than recognizing the mutual benefits available through trade adaptation. | 2026-02-23T10:55:31.181298 |
Classification: Commercial Maxims Inversion
Entity Type
Principle
VSM System
S4
Type Rationale
Commercial Maxims Inversion represents an abstract theoretical claim about how mercantile thinking systematically distorts economic reasoning, functioning as a general law that Smith argues holds across different national contexts and policy domains.
VSM Rationale
This principle operates primarily in the intelligence function by shaping how nations scan and interpret their economic environment, specifically causing them to misread neighboring prosperity as a threat rather than recognizing the mutual benefits available through trade adaptation.