In your SQL,

select table_a.id as a_id,
       table_b.id as b_id,
       ..
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That will make them show up in the hash as a_id and b_id, respectively. This is also useful for giving a convenient name for something like sqrt(col_a*col_a + col_b*col_b), or anything computed from the columns of a table.

blokhead