How do I set ansible_host as FQDN from Red Hat Virtualization Dynamic Inventory in Ansible Tower?

Solution In Progress - Updated -

Issue

I am unable to access the managed host with the IP set by the dynamic inventory as it is targeting the IP address instead of FQDN.

Environment

Ansible Tower <=3.7

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