English has a large number of phrasal verbs, many of which use the preposition out.
For example go out means to leave your home for a short time. Also, remember that some phrasal verbs can have more than one meaning. Go out also means to have a boyfriend/girlfriend.
Look at the context of each sentence and choose the correct definition. Good luck!