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_knowledge_transfer
entity_type: Process
vsm_system: S4
type_rationale: Economic System Knowledge Transfer is fundamentally an activity of
communication and dissemination that unfolds over time, involving the flow of understanding
from one context to another rather than being a static entity that exists independently.
vsm_rationale: This process operates primarily within the intelligence function by
scanning different economic environments, analyzing successful practices across
contexts, and facilitating the adaptation of economic understanding to new circumstances.
classified_at: '2026-02-23T11:02:31.489723'
---
# Classification: Economic System Knowledge Transfer
## Entity Type
Process
## VSM System
S4
## Type Rationale
Economic System Knowledge Transfer is fundamentally an activity of communication and dissemination that unfolds over time, involving the flow of understanding from one context to another rather than being a static entity that exists independently.
## VSM Rationale
This process operates primarily within the intelligence function by scanning different economic environments, analyzing successful practices across contexts, and facilitating the adaptation of economic understanding to new circumstances.