This is not 'Toad in the [filtered]' (which is sausage baked in the oven in Yorkshire pudding batter, and a dinner rather than breakfast food) but a variation of 'Egg in a Window', which is egg cooked in a [filtered] cut from a slice of fried bread and eaten with bacon for breakfast.