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 |
|---|---|---|---|---|---|
| immediate_consumption | Element | S1 | Immediate Consumption is a distinct portion of stock that exists as a tangible category of goods (food, clothing, furniture, dwellings) that persists as part of an individual's wealth structure. | This stock directly supports the basic subsistence and maintenance of individuals who engage in primary productive activities, making it foundational to the operational level of economic activity. | 2026-02-23T11:09:22.985329 |
Classification: Immediate Consumption
Entity Type
Element
VSM System
S1
Type Rationale
Immediate Consumption is a distinct portion of stock that exists as a tangible category of goods (food, clothing, furniture, dwellings) that persists as part of an individual's wealth structure.
VSM Rationale
This stock directly supports the basic subsistence and maintenance of individuals who engage in primary productive activities, making it foundational to the operational level of economic activity.