tegwick
d1f57272a4
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 |
|---|---|---|---|---|---|
| improvement_of_the_country | Process | S1 | The entity describes "the process by which rural lands become more productive and valuable through cultivation, infrastructure development, and better management," explicitly identifying it as a transformation with duration rather than something that exists independently. | This process represents the primary productive operations that transform rural lands into more valuable agricultural output through cultivation and infrastructure development, which are fundamental productive activities in Smith's economic system. | 2026-02-23T11:09:38.606649 |
Classification: Improvement Of The Country
Entity Type
Process
VSM System
S1
Type Rationale
The entity describes "the process by which rural lands become more productive and valuable through cultivation, infrastructure development, and better management," explicitly identifying it as a transformation with duration rather than something that exists independently.
VSM Rationale
This process represents the primary productive operations that transform rural lands into more valuable agricultural output through cultivation and infrastructure development, which are fundamental productive activities in Smith's economic system.