It's not exactly a conclusion you jump to anyway, is it? He meets someone in the school staffroom who he thinks looks like someone he saw once, for a few minutes, maybe fifteen years earlier. So, either:
a) they look quite similar but you probably misremembered exactly who the first person looked anyway, or ....
b) she must be a time traveller! Yeah, that's most likely.