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>
1.3 KiB
1.3 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 |
|---|---|---|---|---|---|
| natural_state_of_employments | Principle | S4 | The Natural State of Employments represents an abstract theoretical law about how economic activities would behave under conditions of perfect liberty, serving as an invariant baseline for analyzing market dynamics across different contexts. | This concept functions as an intelligence mechanism that helps Smith analyze and understand how the economic environment should adapt toward equilibrium, providing the theoretical framework for scanning and interpreting deviations from natural market conditions. | 2026-02-23T11:19:06.454131 |
Classification: Natural State Of Employments
Entity Type
Principle
VSM System
S4
Type Rationale
The Natural State of Employments represents an abstract theoretical law about how economic activities would behave under conditions of perfect liberty, serving as an invariant baseline for analyzing market dynamics across different contexts.
VSM Rationale
This concept functions as an intelligence mechanism that helps Smith analyze and understand how the economic environment should adapt toward equilibrium, providing the theoretical framework for scanning and interpreting deviations from natural market conditions.