Do a spatial join with parcels as the target feature and overlay districts as the join feature. Join one to many using the "intersects" option. That will give you one row for each combination of parcel and overlay district. Then you can do some sort of pivot table to get them to show up as columns. I believe this would work with overlapping polygons...
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