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Going to look at the stars with ~に行く
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Going to buy mugs with ~に行く
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Going to for a purpose with ~に行く
Going to somewhere with the purpose to do an activity is written by appending に to the verb stem, then adding
行 く.An noun referring to an activity may precede に rather than a verb.