The incident happened Tuesday at about 2:35 p.m. in the 2800 block of Plumb. West University police officers were investigating a parked vehicle with its door opened.
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The officer was talking with the passenger when a suspect appeared, ran from a nearby home, and drove off in the suspicious vehicle.
Police said they talked with the victim, who said the suspect followed them home from a bank and tried stealing their purse once they got into the house.
Images shared by the West University Police Department show one of the suspects dressed in all black, with a black face mask. The second suspect, who was in the suspicious vehicle, was wearing a blue shirt and appeared to have a black and white cap.
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Police said the two suspects ran off in a white Kia Optima traveling north on Wakeforest.
Anyone with information on the suspects is urged to call the West University Police Department at 713-668-0330.