Did you even watch the movie?
*SPOILER*
One of the Geishas is actually a guy who wears make-up. When their parents were killed the brother and sister were left with no work so they both had to do Geishaing and at the same time search for the gang lord that killed their family. They are brother and sister...
*SPOILER*
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