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>
This commit is contained in:
2026-02-23 12:49:11 +01:00
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---
entity_slug: commercial_independence_effect
entity_type: Process
vsm_system: S4
type_rationale: The Commercial Independence Effect describes a transformation with
duration whereby tenants and retainers become independent through changing commercial
wealth patterns, representing an activity that happens rather than something that
exists independently.
vsm_rationale: This effect represents the economic system's adaptive intelligence
as it scans and responds to environmental changes in commercial wealth distribution,
fundamentally transforming social and political structures through market mechanisms.
classified_at: '2026-02-23T10:55:20.958850'
---
# Classification: Commercial Independence Effect
## Entity Type
Process
## VSM System
S4
## Type Rationale
The Commercial Independence Effect describes a transformation with duration whereby tenants and retainers become independent through changing commercial wealth patterns, representing an activity that happens rather than something that exists independently.
## VSM Rationale
This effect represents the economic system's adaptive intelligence as it scans and responds to environmental changes in commercial wealth distribution, fundamentally transforming social and political structures through market mechanisms.