What do you mean by duplicate records? It could be what appears duplicate to you is having some other technical key info that are different in the fact table.
At technical level, there wouldn't be duplicate records in fact table [in SAP's BW/BI there are two fact tables for each cube - which can itself cause some confusion]
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