It happened around 7:10 p.m. near 16th Street and JFK Boulevard.
SEPTA says a man stabbed a woman in the leg during an argument.
The woman was taken to an area hospital where she is expected to survive.
Officers later arrested the suspect near Love Park.
It appears the man and woman knew each other, authorities said.