Video showed the driver getting out of his van and wading in the pond in what appeared to be a religious robe.
The crash happened at 7:30 p.m. Saturday in Brookville Park in Rosedale.
Eyewitnesses say the van hit two pedestrians, a car and a lamp post, before careening into the water.
One of the victims in the crash remains in critical condition.