{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11977964","patent":{"patent_number":"US-11977964","title":"Systems and methods for using a machine learning model to document inconsistencies","assignee":null,"inventors":[],"filing_date":"2023-04-14T00:00:00.000Z","publication_date":"2024-05-07T00:00:00.000Z","cpc_codes":["G06F","G06N","G06N","G06N","G06N","G06N","G06N","G06N","G06F","G06N"],"num_claims":14,"abstract":"Disclosed herein are exemplary implementations of systems and methods for utilizing a machine learning model to identify logical inconsistencies. An aspect of the disclosed embodiments includes a method comprises receiving, via a network, a document related to a user; receiving, from the machine learning model, a predetermined label and a value associated with the predetermined label wherein the value is associated with a location on the document; storing the predetermined label and the value associated with the predetermined label in a structured data object; identifying, based a consistency rule, a logical inconsistency in the structured data object; generating a visualization based on the logical inconsistency and providing, at a display device, the structured data object, wherein the structured data object includes the visualization of the logical inconsistency."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for using a machine learning model to document inconsistencies","description":"Disclosed herein are exemplary implementations of systems and methods for utilizing a machine learning model to identify logical inconsistencies. An aspect of the disclosed embodiments includes a meth","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11977964","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11977964","citation_suggestion":"Patentable. \"Systems and methods for using a machine learning model to document inconsistencies\" (US-11977964). https://patentable.app/patents/US-11977964","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11977964","json":"https://patentable.app/api/llm-context/US-11977964","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:16:47.040Z"}