Files
markitect-main/examples/infospace-with-history/output/classifications/exchange.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
exchange Process S2 Exchange is defined as "the act of giving up something possessed in return for something desired," which describes an activity or transformation with duration rather than something that exists independently. Exchange functions as the coordination mechanism that enables the division of labour by providing the signals and assurance that specialized output can be traded for needed goods, serving an anti-oscillation role in the economic system. 2026-02-23T11:04:57.763737

Classification: Exchange

Entity Type

Process

VSM System

S2

Type Rationale

Exchange is defined as "the act of giving up something possessed in return for something desired," which describes an activity or transformation with duration rather than something that exists independently.

VSM Rationale

Exchange functions as the coordination mechanism that enables the division of labour by providing the signals and assurance that specialized output can be traded for needed goods, serving an anti-oscillation role in the economic system.