The various embodiments described herein relate to systems, methods, and devices associated with distributed ledger systems (e.g., distributed ledger technology implemented on a decentralized network) that can be used to handle and manage the distribution and access of data in a manner that preserves the benefits of distributed ledger technology while enabling the private sharing of data. More specifically, the distributed ledger systems contemplated herein involve distributed ledger technology (DLT)-based data management platforms that can be implemented on nodes of a data management network.