I’m sure that the girl the prince saw was not our MC. Why else would there be the need of this hush-hush about the girl’s face and name? The mangaka is surely trying to lead us into thinking it was the MC, but then surprise surprise it is not.
Also, I much much prefer the MC with the knight than the prince. Soft, fluffy man is not really my type. I much prefer strong manly type.