The time traveller is confused and disoriented and meets a man in a park.
He babbles about the future and says "parts of this may sound like science-fiction".
This is the only bit of the conversation the other man hears clearly and after the time traveller returns to the future he wanders off muttering about 'scienti-fiction'.
It transpires that this individual was responsible for naming the genre.
I read this in an anthology sometime in the 1970s.