The town's shared ledger
Instead of one bank keeping the books, imagine every townsperson holding an identical copy and agreeing on updates by a shared rule. That's decentralization, and the rule is consensus.
Many copies, one truth
No single party controls a blockchain; many nodes hold copies. A consensus mechanism (like proof of work) decides the valid chain.