Does a Bluetooth Mesh Network use BLE beacons?

Yes. Two types of beacons are used. Un-provisioned Device Beacon: Allows a provisoner to identify un-provisioned devices. Secure Network Beacon: Indicates the security status of a node with respect to a particular subnet.