Shots were fired outside a building on the Grand Concourse just after 12:55 a.m.
A 24-year-old man was shot in his right leg, a 22-year-old man was grazed in the back of the head, and a 30-year-old woman was grazed on the back of her neck.
All three were taken to Lincoln Hospital and are in stable condition.
Investigators say a man wearing a black hooded sweatshirt, grey sweatpants and a black beanie was seen fleeing north.
No arrests have been made.
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