Gordon Ellis was arrested for allegedly smashing the 400-pound stone memorial outside St. Joseph church in Mendham into pieces last Friday.
But police don't have a motive.
The memorial was dedicated in 2004 near the residence of a priest who admitted to molesting a dozen children.