This study delves into the fascinating phenomenon of self-organized coalitions, exploring their formation and evolution within complex systems. Through a multi-disciplinary lens encompassing anthropology, we analyze the factors that influence the formation of collaborative networks. By examining empirical data, we aim to uncover the underlying mech