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_interaction
entity_type: Relation
vsm_system: S4
type_rationale: Economic System Interaction represents the structural dependencies
and causal links between different components within economic arrangements, functioning
as connectors that enable influence and response between various elements rather
than being an independent entity itself.
vsm_rationale: These interactions primarily serve the intelligence function by enabling
the economic system to adapt and respond to environmental changes through the communication
and feedback mechanisms between its various components.
classified_at: '2026-02-23T11:02:28.350415'
---
# Classification: Economic System Interaction
## Entity Type
Relation
## VSM System
S4
## Type Rationale
Economic System Interaction represents the structural dependencies and causal links between different components within economic arrangements, functioning as connectors that enable influence and response between various elements rather than being an independent entity itself.
## VSM Rationale
These interactions primarily serve the intelligence function by enabling the economic system to adapt and respond to environmental changes through the communication and feedback mechanisms between its various components.