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_opportunity_cost
entity_type: Principle
vsm_system: S4
type_rationale: Economic opportunity cost represents an abstract theoretical concept
that describes a universal economic law about foregone benefits from limited market
access, making it a principle rather than a concrete entity or process.
vsm_rationale: This concept functions as part of the intelligence system by helping
to analyze and understand the environmental constraints that affect economic adaptation
and the potential for specialization and productivity gains.
classified_at: '2026-02-23T10:59:54.640126'
---
# Classification: Economic Opportunity Cost
## Entity Type
Principle
## VSM System
S4
## Type Rationale
Economic opportunity cost represents an abstract theoretical concept that describes a universal economic law about foregone benefits from limited market access, making it a principle rather than a concrete entity or process.
## VSM Rationale
This concept functions as part of the intelligence system by helping to analyze and understand the environmental constraints that affect economic adaptation and the potential for specialization and productivity gains.