Fraudgligent Credit issues.?

ok, you just obtained a copy of your 3 credit reports and find information on it that belongs to your relative (Your 1st cousin) who you have never lived with and are somewhat close too; the information you find is like their address and some fraudgligent debts which you know are not yours... Also, you dispute it and it is then removed; how would you handle it.. Need your input..