Short or long hostname ?


For the last ten years or so, I've defined the short hostname in
/etc/hostname and the FQDN in /etc/hosts. Now I wanted to double-check
this information, which eventually led me to this page:

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Now I admit I'm even more confused than before.

Is there some reliable piece of information on this subject for CentOS ?