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 |
|---|---|---|---|---|---|
| economic_prosperity_symptoms | Element | S4 | Economic Prosperity Symptoms are observable indicators that exist as measurable phenomena (high wages, increasing population) rather than processes, relations, or abstract principles. | These symptoms function as intelligence signals that allow observation and assessment of the economic environment's health, serving the adaptation and environment scanning function of the intelligence system. | 2026-02-23T11:00:00.204788 |
Classification: Economic Prosperity Symptoms
Entity Type
Element
VSM System
S4
Type Rationale
Economic Prosperity Symptoms are observable indicators that exist as measurable phenomena (high wages, increasing population) rather than processes, relations, or abstract principles.
VSM Rationale
These symptoms function as intelligence signals that allow observation and assessment of the economic environment's health, serving the adaptation and environment scanning function of the intelligence system.