" The word "calling" is not a gerund (a verbal noun) here, but it is the present participle. " In other words, instead of saying the same in two separated sentences: You've got a lot of nerve. You're calling me at this time of night one can convey the message with one using a present participle: You've got a lot of nerve calling me at this time of night.
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