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:
@@ -55,6 +55,17 @@ def write_entity_classification(c: EntityClassification, path: Path) -> None:
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lines.append(c.vsm_rationale)
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lines.append("")
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if c.links_mechanism:
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lines.append("## Links")
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lines.append("")
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if c.links_subject:
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lines.append(f"**Subject:** {c.links_subject}")
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if c.links_object:
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lines.append(f"**Object:** {c.links_object}")
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lines.append("")
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lines.append(c.links_mechanism)
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lines.append("")
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path.parent.mkdir(parents=True, exist_ok=True)
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path.write_text("\n".join(lines), encoding="utf-8")
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