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Refactor evaluation dataset preparation helper #748

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Run time

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Job	Run time
Lint & Type Check	1m 2s
Core Tests (Python 3.12)	4m 36s
MCP End-to-End Tests	48s
Core Tests (Python 3.11)	3m 48s
Core Tests (Python 3.10)	4m 6s
Batch Evaluation Tests	1m 12s
Upload Coverage	9s
	15m 41s