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: economic_system_implementation
entity_type: Process
vsm_system: S5
type_rationale: Economic System Implementation is fundamentally an activity involving
the establishment and operationalization of institutions and policies over time,
making it a process rather than a static entity.
vsm_rationale: This process operates at the highest level of societal organization
where fundamental choices about economic identity and purpose are translated into
practical governance structures, which is the core function of S5 Policy.
classified_at: '2026-02-23T11:02:04.698200'
---
# Classification: Economic System Implementation
## Entity Type
Process
## VSM System
S5
## Type Rationale
Economic System Implementation is fundamentally an activity involving the establishment and operationalization of institutions and policies over time, making it a process rather than a static entity.
## VSM Rationale
This process operates at the highest level of societal organization where fundamental choices about economic identity and purpose are translated into practical governance structures, which is the core function of S5 Policy.