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>
1.2 KiB
1.2 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 |
|---|---|---|---|---|---|
| policy_closure_concept | Principle | S5 | Policy Closure Concept represents an abstract theoretical rule about how economic policies should be structured with clear boundaries, making it a principle that Smith advocates should hold across different policy contexts. | This concept operates at the highest level of political economy by defining the fundamental purpose and identity of proper government intervention, establishing ultimate authority over what constitutes appropriate policy scope. | 2026-02-23T11:21:12.474389 |
Classification: Policy Closure Concept
Entity Type
Principle
VSM System
S5
Type Rationale
Policy Closure Concept represents an abstract theoretical rule about how economic policies should be structured with clear boundaries, making it a principle that Smith advocates should hold across different policy contexts.
VSM Rationale
This concept operates at the highest level of political economy by defining the fundamental purpose and identity of proper government intervention, establishing ultimate authority over what constitutes appropriate policy scope.