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 |
|---|---|---|---|---|---|
| colony_economic_policy_effectiveness | Relation | S5 | Colony Economic Policy Effectiveness represents a structural dependency between colonial policies and their outcomes, serving as a causal link that connects policy design to economic results. | This entity operates at the policy level where ultimate authority determines the purpose and identity of colonial governance, evaluating whether the fundamental design of colonial economic systems achieves their intended goals. | 2026-02-23T10:53:16.010032 |
Classification: Colony Economic Policy Effectiveness
Entity Type
Relation
VSM System
S5
Type Rationale
Colony Economic Policy Effectiveness represents a structural dependency between colonial policies and their outcomes, serving as a causal link that connects policy design to economic results.
VSM Rationale
This entity operates at the policy level where ultimate authority determines the purpose and identity of colonial governance, evaluating whether the fundamental design of colonial economic systems achieves their intended goals.