'Turn off' is the correct phrasal verb used with lights, meaning to switch them off. 'Call off' means to cancel, 'drop off' means to deliver or fall asleep, and 'break off' means to end or detach. Only 'turn off the lights' fits the meaning grammatically and idiomatically.
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