The DNS name works inside the VPC network. DNS isn't just for the Internet, it can work on any network.
I understand the answer, but it's unsatisfactory.
Seemingly if you create an internal NLB, it should at least be an option to associate that NLB domain name with a private hosted zone.
While minor, DNS names and their associated IP's do leak network structure. Perhaps, minor but it is an OPSEC concern.
Here are the docs on the issue - https://docs.aws.amazon.com/elasticloadbalancing/latest/classic/elb-internal-load-balancers.html
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