Patent ID: 11921758
Assignee: INCLUDEHEALTH, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 19:
20. An entity resolution system comprising:
one or more memory devices storing processor-executable instructions; and
one or more processors configured to execute instructions to perform:
collecting snapshots of data from one or more data sources;
converting the snapshot data into canonical representations of records in the snapshot data, wherein the canonical representations of records express relationships between data elements in the records;
grouping chunks of the canonical representations of records using a machine learning model to generate output data of entities;
generating a versioned data store of the entities optimized for real-time data lookup using the output data of the entities; and
presenting relevant data of a real-world entity from the versioned data store of the entities by finding linkages between an identifying information of the real-world entity and the entities in the versioned data store, wherein the linkages comprise non-obvious links between the data that lack common unique identifiers.