Refactor evaluation dataset preparation helper #746

Job	Run time
Lint & Type Check	53s
MCP End-to-End Tests	0s
Core Tests (Python ${{ matrix.python-version }})	0s
Batch Evaluation Tests	0s
Upload Coverage	-1s
	52s

Provide feedback