The discovery was made around 9 a.m. near 51 Washington St., initial and developing reports said.
The address is listed online as the Our Place Day Shelter, which is run out of First Baptist Church.
The incident was under investigation.
Click here to follow Daily Voice North Hunterdon and receive free news updates.