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 |
|---|---|---|---|---|---|
| mutual_servitude | Relation | S2 | Mutual servitude represents a structural dependency between town and country inhabitants where each serves the other through exchange, functioning as a connector that links these two economic entities rather than being an entity that exists independently. | This reciprocal dependency operates through the coordination of exchange relationships and price signals that enable towns and rural areas to balance their complementary needs for manufactured goods versus subsistence and raw materials. | 2026-02-23T11:17:16.756980 |
Classification: Mutual Servitude
Entity Type
Relation
VSM System
S2
Type Rationale
Mutual servitude represents a structural dependency between town and country inhabitants where each serves the other through exchange, functioning as a connector that links these two economic entities rather than being an entity that exists independently.
VSM Rationale
This reciprocal dependency operates through the coordination of exchange relationships and price signals that enable towns and rural areas to balance their complementary needs for manufactured goods versus subsistence and raw materials.