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: equal_profit_employment_choice
entity_type: Principle
vsm_system: S3
type_rationale: This represents an abstract behavioral law about how capital owners
systematically prefer agricultural investment over other options when returns are
equal, constituting a theoretical claim about economic decision-making that holds
across contexts.
vsm_rationale: This principle directly governs how capital gets allocated between
different sectors (land improvement versus manufacturing or trade), making it fundamentally
about resource allocation and operational control within the economic system.
classified_at: '2026-02-23T11:04:48.243607'
---
# Classification: Equal Profit Employment Choice
## Entity Type
Principle
## VSM System
S3
## Type Rationale
This represents an abstract behavioral law about how capital owners systematically prefer agricultural investment over other options when returns are equal, constituting a theoretical claim about economic decision-making that holds across contexts.
## VSM Rationale
This principle directly governs how capital gets allocated between different sectors (land improvement versus manufacturing or trade), making it fundamentally about resource allocation and operational control within the economic system.