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 |
|---|---|---|---|---|---|
| commerce_of_towns | Process | S2 | Commerce of Towns represents an ongoing flow of commercial activities and trading relationships that creates markets and generates wealth flows between urban and rural areas, making it fundamentally a process rather than a static entity. | The commerce of towns functions as a coordination mechanism that creates price signals and market connections between urban and rural producers, facilitating the anti-oscillatory flow of goods and wealth that prevents economic imbalances. | 2026-02-23T10:55:00.013955 |
Classification: Commerce Of Towns
Entity Type
Process
VSM System
S2
Type Rationale
Commerce of Towns represents an ongoing flow of commercial activities and trading relationships that creates markets and generates wealth flows between urban and rural areas, making it fundamentally a process rather than a static entity.
VSM Rationale
The commerce of towns functions as a coordination mechanism that creates price signals and market connections between urban and rural producers, facilitating the anti-oscillatory flow of goods and wealth that prevents economic imbalances.