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Use choose random and end up the disagreement.
Create draws that multiple people can see at the same time to guarantee that no body is cheating!

Get a random number, make a draft for some t-shirts, choose someone between a list of people, create groups, distribute the rooms of a flat, organise a tournament, you name it. Just choose random to stop the disagreement.