Files
markitect-main/examples/infospace-with-history/output/classifications/productive_labourers.md
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

entity_slug, entity_type, vsm_system, type_rationale, vsm_rationale, classified_at
entity_slug entity_type vsm_system type_rationale vsm_rationale classified_at
productive_labourers Element S1 Productive labourers are a category of workers who exist as agents within the economic system, distinguished by their capacity to create exchange value rather than representing a process or abstract principle. Productive labourers perform the primary productive activities that create goods and services with exchange value, which constitutes the fundamental operational work of the economic system. 2026-02-23T11:22:39.564407

Classification: Productive Labourers

Entity Type

Element

VSM System

S1

Type Rationale

Productive labourers are a category of workers who exist as agents within the economic system, distinguished by their capacity to create exchange value rather than representing a process or abstract principle.

VSM Rationale

Productive labourers perform the primary productive activities that create goods and services with exchange value, which constitutes the fundamental operational work of the economic system.