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>
1.2 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 |
|---|---|---|---|---|---|
| machinery_invention | Process | S1 | Machinery invention is described as an activity of "creation" and "discovery" that happens over time as workers focus their attention on improving production processes, making it a transformational flow rather than a persistent entity. | This process directly enhances primary productive activities by creating mechanical devices that "facilitate and abridge labour" in manufacturing and other operational work, placing it squarely within the productive operations system. | 2026-02-23T11:11:29.448415 |
Classification: Machinery Invention
Entity Type
Process
VSM System
S1
Type Rationale
Machinery invention is described as an activity of "creation" and "discovery" that happens over time as workers focus their attention on improving production processes, making it a transformational flow rather than a persistent entity.
VSM Rationale
This process directly enhances primary productive activities by creating mechanical devices that "facilitate and abridge labour" in manufacturing and other operational work, placing it squarely within the productive operations system.