You can uninstall or removes an installed gpgv2 package itself from Ubuntu 16.04 LTS (Xenial Xerus) through the terminal,
$ sudo apt-get remove gpgv2
If you would like to remove gpgv2 and it's dependent packages which are no longer needed from Ubuntu,
$ sudo apt-get remove --auto-remove gpgv2
If you use with purge options to gpgv2 package all the configuration and dependent packages will be removed.
$ sudo apt-get purge gpgv2
If you use purge options along with auto remove, will be removed everything regarding the package, It's really useful when you want to reinstall again.
$ sudo apt-get purge --auto-remove gpgv2