Entity resolution / record-linkage strategy across heterogeneous systems

How the platform determines that two records in two different systems, with no shared universal identifier, refer to the same real-world entity — which technique to use, in what order, and at what confidence threshold a match is accepted automatically versus flagged for human confirmation.