The shooting happened around 10:15 p.m. near the Food Lion on Poole Road.
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Trashawn Watkins, 19, was rushed to the hospital for treatment but he did not survive his injuries.
Kevin Hart, 19, was arrested and charged with first-degree murder in the case, Raleigh police announced Wednesday.
In court, he was told he could get life in prison or the death penalty if convicted. He is being held without bond.
Desperate pleas were heard in the 911 call an emotional woman made to dispatchers immediately after the shooting.
"I'm at Food Lion on Poole Road ...can you please hurry up! Can you please hurry up, please! Hello, I am on Poole Road at Food Lion ...please," the woman said.
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She repeatedly told Watkins to keep breathing as she waited for EMS to arrive.
Another woman called 911 and told dispatchers she was in the McDonald's drive-thru when she heard several shots fired.
Witnesses said they believe the shooting started as an argument over a woman.
Raleigh saw a total of 28 homicides last year. To date, at least 11 people have been killed in the city this year.