Police went to the couple's house in Warren on Saturday and excavated the yard with a backhoe. Police removed two body bags with their remains, along with several bags of dirt.
The Providence Journal reported that a family member has been arrested, but no one has been charged. Authorities did not elaborate.
Warren and state police did not return phone messages to The Associated Press.