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Cops responded to a call for a verbal dispute at Iman Shumpert 's home last week ... in which a woman claimed the ex-NBA star hit her -- but a separate witness told officers that never happened.

TMZ Sports has obtained a report regarding the Nov. 26 incident ... with cops stating they were dispatched to Iman's Atlanta residence around 4:37 AM. Play video content

When they made it to the scene, officers say they observed Shumpert placing a suitcase outside his home. Shumpert told cops he wanted the woman, identified as Joanna Donnejour , to leave several times.

Cops then spoke with Donnejour, who said the two had an argument in Shumpert's room about communicating with another woman -- all while a separate female was present.

Donnejour claimed during the exchange, Shumpert

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