Choose the right option to complete the sentence: We _______ (go) swimming in the ocean yesterday.

The correct option is "went". Explanation: The sentence requires the past simple tense because of the word "yesterday." The past simple form of "go" is "went." Therefore, the correct sentence is: "We went swimming in the ocean yesterday."