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tegwick d1f57272a4 feat(example): add L2 classifications for 823/988 WoN entities (S3.4)

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>

2026-02-23 12:49:11 +01:00

1.1 KiB

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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
labouring_poor	Element	S1	The labouring poor represents a persistent social group or agent that exists as a distinct body of people within society, rather than being a process, relationship, or abstract principle.	As the workforce that performs the actual productive activities of agriculture, manufacturing, and services, the labouring poor constitutes the primary operational level where value creation occurs in the economy.	2026-02-23T11:10:48.680693

Classification: Labouring Poor

Entity Type

Element

VSM System

Type Rationale

The labouring poor represents a persistent social group or agent that exists as a distinct body of people within society, rather than being a process, relationship, or abstract principle.

VSM Rationale

As the workforce that performs the actual productive activities of agriculture, manufacturing, and services, the labouring poor constitutes the primary operational level where value creation occurs in the economy.

1.1 KiB Raw Blame History