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
parent a9ca0adfcf
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827 changed files with 25240 additions and 4 deletions

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---
entity_slug: expense_of_defence
entity_type: Element
vsm_system: S5
type_rationale: The Expense of Defence represents a persistent financial obligation
and cost structure that exists as a standing requirement of the sovereign, rather
than being a process, relationship, or abstract principle.
vsm_rationale: As one of the sovereign's three primary duties that defines the fundamental
purpose and identity of government in protecting society from external threats,
the Expense of Defence operates at the policy level where ultimate authority and
societal purpose are determined.
classified_at: '2026-02-23T11:05:19.221790'
---
# Classification: Expense Of Defence
## Entity Type
Element
## VSM System
S5
## Type Rationale
The Expense of Defence represents a persistent financial obligation and cost structure that exists as a standing requirement of the sovereign, rather than being a process, relationship, or abstract principle.
## VSM Rationale
As one of the sovereign's three primary duties that defines the fundamental purpose and identity of government in protecting society from external threats, the Expense of Defence operates at the policy level where ultimate authority and societal purpose are determined.