Yum returns (-3, 'Temporary failure in name resolution')

Solution Verified - Updated -

Issue

Offline server providing yum repository through ftp returns following error when any yum command has been run:
(-3, 'Temporary failure in name resolution')

Environment

RHEL 5

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