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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

1.2 KiB

Raw Blame History

entity_slug, entity_type, vsm_system, type_rationale, vsm_rationale, classified_at

entity_slug	entity_type	vsm_system	type_rationale	vsm_rationale	classified_at
diamond_buckles_metaphor	Process	S4	The Diamond Buckles Metaphor describes a transformation process where aristocratic spending patterns shift from maintaining dependents to purchasing luxury goods, representing an activity with duration rather than a static entity.	This metaphor illustrates Smith's intelligence function by analyzing how environmental changes (introduction of commerce) fundamentally altered the adaptive behavior of great proprietors and the broader social system.	2026-02-23T10:57:56.239841

Classification: Diamond Buckles Metaphor

Entity Type

Process

VSM System

Type Rationale

The Diamond Buckles Metaphor describes a transformation process where aristocratic spending patterns shift from maintaining dependents to purchasing luxury goods, representing an activity with duration rather than a static entity.

VSM Rationale

This metaphor illustrates Smith's intelligence function by analyzing how environmental changes (introduction of commerce) fundamentally altered the adaptive behavior of great proprietors and the broader social system.

1.2 KiB Raw Blame History