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_efficiency_analysis
entity_type: Process
vsm_system: S4
type_rationale: Colonial Economic Efficiency Analysis is a systematic examination
and comparison activity that unfolds over time to evaluate resource allocation outcomes,
making it fundamentally a process rather than a static entity or rule.
vsm_rationale: This analysis serves as an intelligence function that scans and evaluates
the economic environment to understand how different colonial policies affect productivity
and wealth generation, enabling adaptation of understanding about optimal arrangements.
classified_at: '2026-02-23T10:50:30.666181'
---
# Classification: Colonial Economic Efficiency Analysis
## Entity Type
Process
## VSM System
S4
## Type Rationale
Colonial Economic Efficiency Analysis is a systematic examination and comparison activity that unfolds over time to evaluate resource allocation outcomes, making it fundamentally a process rather than a static entity or rule.
## VSM Rationale
This analysis serves as an intelligence function that scans and evaluates the economic environment to understand how different colonial policies affect productivity and wealth generation, enabling adaptation of understanding about optimal arrangements.