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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

1.1 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
human_nature	Principle	S5	Human Nature represents an abstract law about inherent human characteristics that Smith posits as universally true across all contexts, serving as a foundational theoretical claim underlying his entire economic framework.	Human Nature operates at the S5 level because it defines the fundamental identity and purpose of economic systems by establishing what humans essentially are and why they naturally organize economically through exchange.	2026-02-23T11:09:16.672488

Classification: Human Nature

Entity Type

Principle

VSM System

Type Rationale

Human Nature represents an abstract law about inherent human characteristics that Smith posits as universally true across all contexts, serving as a foundational theoretical claim underlying his entire economic framework.

VSM Rationale

Human Nature operates at the S5 level because it defines the fundamental identity and purpose of economic systems by establishing what humans essentially are and why they naturally organize economically through exchange.

1.1 KiB Raw Blame History