I suggest that above the recognition box in the photo, the image that DOES NOT have a name assigned, has a distinctive symbol… for example: ?
In this way, we easily see in a photo which faces do not have a name assigned, and we avoid taking our eyes off and looking at the upper right side where that information is.
Without having to mouse over the unknown face
ej: