Start here
The safe first move
Treat multi-hop string joins as manual review. The right mapped attribute chain depends on the surrounding entities and join shape.
Stop before automation when: Choosing the correct mapped attribute chain. Aliased joins and query-shape-dependent paths.
Target shape
# manual review required
# replacement depends on the actual join path and root entity