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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1.1 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 |
|---|---|---|---|---|---|
| bank_regulatory_compliance | Process | S3* | Bank regulatory compliance is an ongoing activity of adhering to requirements and standards rather than a static entity, representing a continuous process of meeting regulatory obligations. | This process functions as an audit and inspection mechanism that ensures banks maintain integrity and meet compliance standards, which is the core function of S3* in monitoring and verifying adherence to established rules. | 2026-02-23T10:47:16.194219 |
Classification: Bank Regulatory Compliance
Entity Type
Process
VSM System
S3*
Type Rationale
Bank regulatory compliance is an ongoing activity of adhering to requirements and standards rather than a static entity, representing a continuous process of meeting regulatory obligations.
VSM Rationale
This process functions as an audit and inspection mechanism that ensures banks maintain integrity and meet compliance standards, which is the core function of S3* in monitoring and verifying adherence to established rules.