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_geography_impact
entity_type: Relation
vsm_system: S4
type_rationale: Economic Geography Impact represents a structural dependency between
geographical features and economic development patterns, functioning as a causal
mechanism that connects physical environment to market formation and specialization.
vsm_rationale: This entity operates in the intelligence system by helping the economic
system scan and adapt to environmental conditions, as it explains how geographical
factors influence where and how economic activities develop in response to external
constraints and opportunities.
classified_at: '2026-02-23T10:59:41.875926'
---
# Classification: Economic Geography Impact
## Entity Type
Relation
## VSM System
S4
## Type Rationale
Economic Geography Impact represents a structural dependency between geographical features and economic development patterns, functioning as a causal mechanism that connects physical environment to market formation and specialization.
## VSM Rationale
This entity operates in the intelligence system by helping the economic system scan and adapt to environmental conditions, as it explains how geographical factors influence where and how economic activities develop in response to external constraints and opportunities.