NELSON bay is in port stephens. Port Stephens is the entire area/district and within it has all the various bays (Shoal, Dutchmans, Nelson, Anna, Fingal etc)
I went there with all my friends last year. Good if you're up for making you're own fun.
note: NELSON not nelsonS.