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_development_constraints
entity_type: Element
vsm_system: S4
type_rationale: Economic development constraints are persistent factors that exist
as barriers or limitations in the economic environment, making them stocks or conditions
that persist rather than processes or relationships.
vsm_rationale: These constraints represent environmental conditions that must be scanned
and analyzed to understand adaptation possibilities and economic potential, which
is the core function of the intelligence system.
classified_at: '2026-02-23T10:59:19.344278'
---
# Classification: Economic Development Constraints
## Entity Type
Element
## VSM System
S4
## Type Rationale
Economic development constraints are persistent factors that exist as barriers or limitations in the economic environment, making them stocks or conditions that persist rather than processes or relationships.
## VSM Rationale
These constraints represent environmental conditions that must be scanned and analyzed to understand adaptation possibilities and economic potential, which is the core function of the intelligence system.