US 12,443,628 B2
Systems and methods for machine learning models for entity resolution
Jyotiwardhan Patil, San Francisco, CA (US); Eric Carlson, San Francisco, CA (US); Cole Leahy, San Francisco, CA (US); Bradley S. Tofel, San Francisco, CA (US); Vinay Goel, San Francisco, CA (US); and Nicholas Gorski, San Francisco, CA (US)
Assigned to Included Health, Inc., San Francisco, CA (US)
Filed by Included Health, Inc., San Francisco, CA (US)
Filed on Feb. 22, 2024, as Appl. No. 18/584,675.
Application 18/584,675 is a continuation of application No. 17/735,060, filed on May 2, 2022, granted, now 11,921,758.
Application 17/735,060 is a continuation of application No. 17/364,651, filed on Jun. 30, 2021, granted, now 11,321,366, issued on May 3, 2022.
Claims priority of provisional application 63/047,241, filed on Jul. 1, 2020.
Prior Publication US 2024/0232236 A1, Jul. 11, 2024
Int. Cl. G06F 16/00 (2019.01); G06F 11/14 (2006.01); G06F 16/18 (2019.01); G06F 16/22 (2019.01); G06F 16/25 (2019.01); G06F 16/28 (2019.01); G06N 20/00 (2019.01)
CPC G06F 16/288 (2019.01) [G06F 11/1451 (2013.01); G06F 16/1873 (2019.01); G06F 16/2228 (2019.01); G06F 16/258 (2019.01); G06N 20/00 (2019.01); G06F 2201/80 (2013.01); G06F 2201/84 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A non-transitory computer readable medium including instructions that are executable by one or more processors to cause a system to perform operations for linking multiple data entities, the operations comprising:
indexing entity instances;
mapping the entity instances to blocking key values by applying blocking functions;
generating versioned datasets for the entity instances;
identifying levels of evidence of relationship between the entity instances using a machine learning model and the versioned datasets;
indexing entity identifiers under the blocking functions by generating mapping tables, for updating the levels of evidence of relationship between the entity instances; and
persisting one or more mappings in the mapping tables to the entity instances based on the levels of evidence of relationship.