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... arcane linux knowledge collected over the eons, bit by bit ...
If you want to find the relationship between files on your system and RPM packages (which one owns/belongs-to which) then this page will be of help to you.
1. Contents of an RPM package
1.1.1. This RPM command will show you the contents of a package which is already installed on your system:
rpm -ql […]