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 |
|---|---|---|---|---|---|
| agricultural_cultivation | Process | S1 | Agricultural cultivation is defined as "the practice of preparing and using land for growing crops and raising livestock" with activities "from soil preparation to harvest," making it clearly a flow of activities and transformations with duration rather than something that exists independently. | Agricultural cultivation represents the primary productive operations that transform land, labor, and capital into crops and livestock, which is the fundamental work of S1 as the system responsible for productive activities. | 2026-02-23T10:40:15.846618 |
Classification: Agricultural Cultivation
Entity Type
Process
VSM System
S1
Type Rationale
Agricultural cultivation is defined as "the practice of preparing and using land for growing crops and raising livestock" with activities "from soil preparation to harvest," making it clearly a flow of activities and transformations with duration rather than something that exists independently.
VSM Rationale
Agricultural cultivation represents the primary productive operations that transform land, labor, and capital into crops and livestock, which is the fundamental work of S1 as the system responsible for productive activities.