The question is related to here: https://superuser.com/questions/631268/rhel-desktop-how-to-install-g/
The optional rpms repository has to be enabled manually in a non obvious way. In: /etc/yum.repos.d/redhat.repo
change the 0 to 1 for enabled in the [rhel-6-desktop-optional-rpms]
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