Would it be correct to answer the phrase
奈良は京都のそばです。
with
それを知りませんでした。
?
Or would it sound strange? I say this because I've read that 知る is normally used in て form (haven't learnt about it yet), so not sure if its posible/correct to use it in, for example, past negative.