There are many names for the dish, including bullseye eggs, eggs in a frame, egg in a hole, eggs in a nest, gashouse eggs, gashouse special, gasthaus eggs, hole in one, one-eyed Jack, one-eyed Pete, one-eyed Sam, pirate’s eye, and popeye.[7][8][9][10] The name toad in the hole is sometimes used for this dish,[7] though that name more commonly refers to sausages cooked in Yorkshire pudding batter.

https://en.m.wikipedia.org/wiki/Egg_in_the_basket

The next level trick is to take the bread that was removed to make room for the eggs, and put cheese between them and crimp the edges with a fork before toasting that too