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: modern_states_inversion
entity_type: Process
vsm_system: S4
type_rationale: Modern States Inversion describes a historical transformation and
developmental sequence that unfolds over time, representing an activity of economic
development rather than a static entity or rule.
vsm_rationale: This process involves analyzing and adapting to environmental conditions
that deviate from natural economic development patterns, requiring intelligence
about how external commerce and manufacturing can artificially stimulate agricultural
improvement.
classified_at: '2026-02-23T11:16:15.318933'
---
# Classification: Modern States Inversion
## Entity Type
Process
## VSM System
S4
## Type Rationale
Modern States Inversion describes a historical transformation and developmental sequence that unfolds over time, representing an activity of economic development rather than a static entity or rule.
## VSM Rationale
This process involves analyzing and adapting to environmental conditions that deviate from natural economic development patterns, requiring intelligence about how external commerce and manufacturing can artificially stimulate agricultural improvement.