Service discovery in eks cluster

Is there a way to ping a node (having private-ip) which is out side the cluster from a pod which is inside the eks cluster.

Pod IPs are supposed to be “real” IPs when possible, and fully integrated with the underlying network.

Sometimes it is not possible, but I thought EKS had solved this with their CNI plugin?