It happened in the 1000 block just before 1:15 p.m.
Police said it was a domestic incident involving a man and his girlfriend. The suspect, 64-year-old James Phillip Nash, was arrested but the victim, 28-year-old Catrina Morgan, fled the crime scene.
Her condition in not known but Nash said he shot her in the leg. Police did not say what led up to the shooting.
Police located Morgan Tuesday afternoon.
Our crew said a dog was also shot at the scene.
Nash is being held at the Durham County Jail without bond.
Anyone with information about Morgan is asked to call 911 or Investigator Willie Barfield at (919) 475-2399.