The incident happened at the Wagner Houses located at 2360 First Avenue.
The 26-year-old victim says she "heard shots and felt pain" before realizing she had been shot in the right shoulder.
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She was taken to Harlem Hospital where she's in stable condition.
A person of interest was taken into custody.
The investigation is ongoing.
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