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Rotary encoders come in versions with pushbutton switches too - rather than using three encoders, I'd consider to use just one, and rotate through the the colours by push. As indicator for current selection, I'd either think of three LEDs of the respective colour near the encoder, or a short flash of the selected colour by the arc LEDs.