A sanctuary is a church, when someone is in trouble or danger they run to the church to ask for sanctuary ( protection ). The pastor is the one that lets that person in, and will protect them tell he/she needs to go, or wants to go. While there in the sanctuary/church no harm can come to them, no matter what crime, or what ever they done.
