Files
markitect-main/examples/infospace-with-history/output/classifications/human_folly_injustice_exposure.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
human_folly_injustice_exposure Element S4 Human Folly Injustice Exposure is a persistent vulnerability or risk factor that exists as a characteristic of foreign trade environments, making it a stock-like entity rather than a process or relationship. This exposure represents environmental intelligence about the risks and uncertainties that merchants must scan and adapt to when engaging in foreign trade, which is the core function of the intelligence system. 2026-02-23T11:09:13.095471

Classification: Human Folly Injustice Exposure

Entity Type

Element

VSM System

S4

Type Rationale

Human Folly Injustice Exposure is a persistent vulnerability or risk factor that exists as a characteristic of foreign trade environments, making it a stock-like entity rather than a process or relationship.

VSM Rationale

This exposure represents environmental intelligence about the risks and uncertainties that merchants must scan and adapt to when engaging in foreign trade, which is the core function of the intelligence system.