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 |
|---|---|---|---|---|---|
| prudent_family_maxim | Principle | S3 | The Prudent Family Maxim represents an abstract economic law about efficient resource allocation that Smith argues holds universally across both household and national contexts. | This principle primarily operates in S3 as it guides fundamental decisions about resource allocation and operational control, determining what should be produced domestically versus acquired through trade. | 2026-02-23T11:23:17.316052 |
Classification: Prudent Family Maxim
Entity Type
Principle
VSM System
S3
Type Rationale
The Prudent Family Maxim represents an abstract economic law about efficient resource allocation that Smith argues holds universally across both household and national contexts.
VSM Rationale
This principle primarily operates in S3 as it guides fundamental decisions about resource allocation and operational control, determining what should be produced domestically versus acquired through trade.