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 |
|---|---|---|---|---|---|
| competition_among_sellers | Process | S2 | Competition among sellers is an ongoing activity of rivalry and competitive behavior that unfolds over time as suppliers respond to market conditions, rather than being a static entity or structural relationship. | This competitive process serves as a coordination mechanism that dampens price oscillations by automatically adjusting market prices downward when supply exceeds demand, functioning as an anti-oscillatory force in the price system. | 2026-02-23T10:56:18.663417 |
Classification: Competition Among Sellers
Entity Type
Process
VSM System
S2
Type Rationale
Competition among sellers is an ongoing activity of rivalry and competitive behavior that unfolds over time as suppliers respond to market conditions, rather than being a static entity or structural relationship.
VSM Rationale
This competitive process serves as a coordination mechanism that dampens price oscillations by automatically adjusting market prices downward when supply exceeds demand, functioning as an anti-oscillatory force in the price system.