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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

1.3 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
equal_profit_employment_choice	Principle	S3	This represents an abstract behavioral law about how capital owners systematically prefer agricultural investment over other options when returns are equal, constituting a theoretical claim about economic decision-making that holds across contexts.	This principle directly governs how capital gets allocated between different sectors (land improvement versus manufacturing or trade), making it fundamentally about resource allocation and operational control within the economic system.	2026-02-23T11:04:48.243607

Classification: Equal Profit Employment Choice

Entity Type

Principle

VSM System

Type Rationale

This represents an abstract behavioral law about how capital owners systematically prefer agricultural investment over other options when returns are equal, constituting a theoretical claim about economic decision-making that holds across contexts.

VSM Rationale

This principle directly governs how capital gets allocated between different sectors (land improvement versus manufacturing or trade), making it fundamentally about resource allocation and operational control within the economic system.

1.3 KiB Raw Blame History