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_system_outcome_measure | Element | S3* | Economic System Outcome Measure is a persistent artifact or tool that exists as a specific set of metrics and assessments, rather than being an activity, relationship, or abstract principle. | These measures function as audit mechanisms that inspect and assess whether economic systems are achieving their intended objectives and maintaining integrity in their operations. | 2026-02-23T11:03:02.071384 |
Classification: Economic System Outcome Measure
Entity Type
Element
VSM System
S3*
Type Rationale
Economic System Outcome Measure is a persistent artifact or tool that exists as a specific set of metrics and assessments, rather than being an activity, relationship, or abstract principle.
VSM Rationale
These measures function as audit mechanisms that inspect and assess whether economic systems are achieving their intended objectives and maintaining integrity in their operations.