Proof of Stake Chain Selection in Cardano is the process by which nodes determine the correct chain to follow in case of temporary forks. It involves analyzing the stake distribution and block validity to choose the chain that represents the true state of the network. This mechanism is crucial for maintaining consensus and resolving any inconsistencies that may arise in the decentralized network.