Patent ID: 11915505
Assignee: OPTUM TECHNOLOGY, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 7:
8. An apparatus for generating a subset of related document objects for a predictive entity, the apparatus comprising one or more processors and at least one non-transitory memory including program code, the at least one non-transitory memory and the program code configured to, with the one or more processors, cause the apparatus to at least:
identify a set of entity metadata features associated with the predictive entity;
generate, using an entity-document correlation machine learning model and based at least in part on the set of entity metadata features, the set of related document objects for the predictive entity, wherein (i) the entity-document correlation machine learning model is generated at least in part using a set of inferred annotative relationships between a set of input index documents and a set of inferred reference documents, (ii) an inferred annotative relationship is associated with a corresponding input index document of the set of input index documents, and (iii) the inferred annotative relationship describes a related reference document subset of the set of inferred reference documents for the corresponding input index document that is associated with the inferred annotative relationship; and
initiate the performance of one or more prediction-based actions based at least in part on the set of related document objects.