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Infer units from data values using quantulum3 #194

@amc-corey-cox

Description

@amc-corey-cox

Detect columns where values consistently include unit suffixes (e.g., `5kg`, `3.2mm`, `100mg/dL`) and emit unit information in the schema.

The `quantulum3` dependency is already available in the project and used for the `measurement` range detection in `infer_range()`. This would extend that to extract and record the specific unit.

No LLM dependency. Part of #190.

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