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

1.3 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
commercial_maxims_inversion Principle S4 Commercial Maxims Inversion represents an abstract theoretical claim about how mercantile thinking systematically distorts economic reasoning, functioning as a general law that Smith argues holds across different national contexts and policy domains. This principle operates primarily in the intelligence function by shaping how nations scan and interpret their economic environment, specifically causing them to misread neighboring prosperity as a threat rather than recognizing the mutual benefits available through trade adaptation. 2026-02-23T10:55:31.181298

Classification: Commercial Maxims Inversion

Entity Type

Principle

VSM System

S4

Type Rationale

Commercial Maxims Inversion represents an abstract theoretical claim about how mercantile thinking systematically distorts economic reasoning, functioning as a general law that Smith argues holds across different national contexts and policy domains.

VSM Rationale

This principle operates primarily in the intelligence function by shaping how nations scan and interpret their economic environment, specifically causing them to misread neighboring prosperity as a threat rather than recognizing the mutual benefits available through trade adaptation.