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>
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entity_slug, entity_type, vsm_system, type_rationale, vsm_rationale, classified_at
| entity_slug | entity_type | vsm_system | type_rationale | vsm_rationale | classified_at |
|---|---|---|---|---|---|
| labouring_cattle | Element | S1 | Labouring cattle are physical assets that exist as persistent stock in agricultural production, representing a form of fixed capital that maintains independent existence as productive resources. | Labouring cattle operate within S1 as they are directly engaged in primary productive activities like ploughing and hauling that constitute the fundamental agricultural operations of the economy. | 2026-02-23T11:10:45.437556 |
Classification: Labouring Cattle
Entity Type
Element
VSM System
S1
Type Rationale
Labouring cattle are physical assets that exist as persistent stock in agricultural production, representing a form of fixed capital that maintains independent existence as productive resources.
VSM Rationale
Labouring cattle operate within S1 as they are directly engaged in primary productive activities like ploughing and hauling that constitute the fundamental agricultural operations of the economy.