On Monday, the FBI announced the arrest 35-year-old Crice Baez and 38-year-old Alexis Morales, both of Harrisburg, Pennsylvania.
The pair was arrested on Sunday after multiple agencies found them at the Charlotte Speedway Inn & Suites on West Sugar Creek Road.
The duo is accused of robbing four banks along the East Coast -- two of which were in North Carolina -- however, they are only being charged in the robberies that occurred in Ayden and Hamlet, North Carolina.
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In each case, officials said Baez showed the bank teller a note demanding money.
Authorities said she was carrying a distinctive pink handbag, earning her the nickname "Pink Lady Bandit."