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_context
entity_type: Element
vsm_system: S4
type_rationale: Economic System Context represents the persistent historical, geographical,
and social circumstances that exist as background conditions shaping economic arrangements,
making it a stock-like entity that exists independently rather than a process or
relation.
vsm_rationale: This entity functions primarily in the intelligence system by providing
the environmental scanning and contextual analysis necessary for understanding which
economic arrangements are appropriate and effective in different circumstances.
classified_at: '2026-02-23T11:01:03.092888'
---
# Classification: Economic System Context
## Entity Type
Element
## VSM System
S4
## Type Rationale
Economic System Context represents the persistent historical, geographical, and social circumstances that exist as background conditions shaping economic arrangements, making it a stock-like entity that exists independently rather than a process or relation.
## VSM Rationale
This entity functions primarily in the intelligence system by providing the environmental scanning and contextual analysis necessary for understanding which economic arrangements are appropriate and effective in different circumstances.