YOU SAID:

I was late to the dinner party.

INTO JAPANESE

私は夕食会に遅れた。

BACK INTO ENGLISH

I was late for the dinner party.

INTO JAPANESE

私は夕食会に遅れた。

BACK INTO ENGLISH

I was late for the dinner party.