[philosophus]

The literal meaning of the individual kanji is not the same as the entire word. You might want to do a bit more research into what a geisha actually is ...

[oftenwrong]

In some cases the meanings of the kanji have nothing to do with the meaning of the word https://en.wikipedia.org/wiki/Ateji