When you went back in time after being captured by El Jefe, and when Sly and his friends went back in time and El Jefe was captured, you were trapped in feudal Japan for 3 months. When you enter the Geisha House, you will see Madame Geisha introducing herself to you.

Konbanwa, Hajimemashite. Watashi wa Madame Geisha desu.