YOU SAID:
I went to the store today and got milk
INTO JAPANESE
今日店に行って牛乳を買った
BACK INTO ENGLISH
I went to the store today and bought milk
INTO JAPANESE
今日店に行って牛乳を買いました
BACK INTO ENGLISH
I went to the store today and bought milk
You've done this before, haven't you.