In OVN openstack, provider type network gateway IP reachability validation

Hi, In my setup I have distributed OVN gateway chassis(gateway chassis enabled in all nodes). When I pinged the Virtual Network Gateway IP from VM , it is pinging but I would like to know where is the response coming from?

while creating new virtual network, where Gateway IP will be present?

Regards Karthik