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>
1.1 KiB
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 |
|---|---|---|---|---|---|
| human_folly_injustice_exposure | Element | S4 | Human Folly Injustice Exposure is a persistent vulnerability or risk factor that exists as a characteristic of foreign trade environments, making it a stock-like entity rather than a process or relationship. | This exposure represents environmental intelligence about the risks and uncertainties that merchants must scan and adapt to when engaging in foreign trade, which is the core function of the intelligence system. | 2026-02-23T11:09:13.095471 |
Classification: Human Folly Injustice Exposure
Entity Type
Element
VSM System
S4
Type Rationale
Human Folly Injustice Exposure is a persistent vulnerability or risk factor that exists as a characteristic of foreign trade environments, making it a stock-like entity rather than a process or relationship.
VSM Rationale
This exposure represents environmental intelligence about the risks and uncertainties that merchants must scan and adapt to when engaging in foreign trade, which is the core function of the intelligence system.