In the Join recipe, the storage type of the join key from each dataset must match $($e$.$g$.$ an integer column with another integer column$).$ The same is true for the Geo join recipe $($e$.$g$.$ a geo point column with another geo point column$).$

True, this is a requirement for all join conditions.

False, join conditions can include a geo point and geometry column for example.