Dataset improvements:
- Reorder output to put hyde first for better retrieval priming
- Convert absolute paths to relative paths in scripts
- Add convert_to_structured.py for structured data format
- Add qmd_expansion_v3_structured.jsonl with type/query objects
- Update schema.py with reorder_hyde_first() helper
- Verify data now validates hyde-first ordering
Training data regenerated with new ordering (100% validation success).