The best response to why political leaders became necessary in large civilizations because of the Neolithic Agricultural Revolution is: Large civilizations needed leadership and organization.
This is because the transition to agriculture led to increased food production, population growth, and the formation of larger, more complex societies, which required established systems of governance and organization to manage resources, resolve conflicts, and maintain order.