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 |
|---|---|---|---|---|---|
| colony_prosperity_mechanisms | Process | S1 | Colony Prosperity Mechanisms represents the active economic processes and transformations that drive colonial development through agriculture, manufacturing, and commerce rather than being a static entity or abstract principle. | These mechanisms operate at the primary level of productive activities, encompassing the fundamental economic operations of agricultural labor, manufacturing, and trade that constitute the core wealth-generating activities in colonial economies. | 2026-02-23T10:54:35.796719 |
Classification: Colony Prosperity Mechanisms
Entity Type
Process
VSM System
S1
Type Rationale
Colony Prosperity Mechanisms represents the active economic processes and transformations that drive colonial development through agriculture, manufacturing, and commerce rather than being a static entity or abstract principle.
VSM Rationale
These mechanisms operate at the primary level of productive activities, encompassing the fundamental economic operations of agricultural labor, manufacturing, and trade that constitute the core wealth-generating activities in colonial economies.