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: colonial_economic_system_dynamics
entity_type: Process
vsm_system: S4
type_rationale: Colonial Economic System Dynamics represents ongoing patterns of change,
transformation, and development over time rather than a static entity or structural
relationship.
vsm_rationale: This entity operates primarily in the intelligence function by analyzing
environmental patterns and adaptation processes that inform understanding of how
colonial economies evolve and respond to different policy interventions.
classified_at: '2026-02-23T10:51:27.791692'
---
# Classification: Colonial Economic System Dynamics
## Entity Type
Process
## VSM System
S4
## Type Rationale
Colonial Economic System Dynamics represents ongoing patterns of change, transformation, and development over time rather than a static entity or structural relationship.
## VSM Rationale
This entity operates primarily in the intelligence function by analyzing environmental patterns and adaptation processes that inform understanding of how colonial economies evolve and respond to different policy interventions.