Hi Rohit,
normally the old data should not be deleted, so if you have used the ID you want to change it's better to use NEWID, in this case BPC will modified the ID value in all the data of the fact tables, otherwise you can change also the ID.
So if you use always NEWID you will never fail.
Regards
Roberto