Drush Remote Alias Fails with No Drupal Site Found
Well this is embarrassing.... The problem was my %root directive. I had an additional directory tacked on. It was usr/share/nginx/drupal/docroot. Not no html in the path.

Upvotes for @Queenvictoria though for commenting and getting me to realize my error by poking back in the alias file. Thanks!