Police said the 29-year-old man was pulled over for driving a commercial truck on the Lincoln Drive off-ramp onto Ridge Avenue.
According to police, an officer approached the truck and pulled it over for a vehicle investigation.
"Driver told the officer he didn't have ID but gave his correct name," said Philadelphia Police Chief Inspector Scott Small. "The officer ran the name at which time a warrant for his arrest came up."
According to reports, the man was wanted out of New Jersey for eluding police and resisting arrest.
Police said the officer approached the vehicle for a second time to question the man but he jumped out of the commercial work truck, ran toward the creek and jumped in.
Police said the man's body was found in about 12 feet of water.
He was pronounced dead at the scene.