Bitch Pigeon Share definition Flag Adj. Used to describe a person who is being a complete whimp or is easily bossed around. Chris didn't come out tonight as his girlfriend said not to. Chris is a Bitch Pigeon. Bitch Pigeon by E August 18, 2015 Get the Bitch Pigeon mug.