A package can be removed from the system by using the rpm -e or rpm --erase command.

For example, the following command would remove a package named some_package

rpm -e some_package  

To print out additional debug information, use the -vv flag

rpm -evv some_package  

To do a dry run, pass along the -test flag

rpm -evv -test some_package