NJ 19 does not directly go to the GSP...it continues south along Broad St to end at Colfax Ave, which is the southernmost ramps from US 46.
Fully posted to begin/end there...
https://goo.gl/maps/XythExgawJvhttps://goo.gl/maps/8XgApVTfLh12The southbound end signage until recently was a blank/extremely faded shield...