If you will be eligible for Social Security, just answer truthfully -- yes.
There's a legitimate reason for asking this in your New Jersey interview. If a taxpayer or their spouse won't ever be eligible to receive Social Security or Railroad Retirement benefits because their employer(s) didn't take part in either program, they may qualify for a specific exclusion.