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Patent drawing for Automated ontology system
US 10,628,743 B1
Machine learning US 10,628,743 B1 Not in force

Automated ontology system

This invention describes a system that understands what people say or type and then responds intelligently. It works by taking natural language, like sentences, and breaking them down into a structured format, specifically a tree. This tree is then translated into a set of logical rules, which are fed into a special AI system called an automated theorem prover to build a knowledge map, or ontology, allowing the system to comprehend questions and generate answers. The claims specifically focus on processing text data, parsing it into an NLP tree, and then identifying verbs, subjects, and predicates to create these logical rules.

Why it matters: Filed before large language models (LLMs) could perform advanced semantic parsing and logical representation generation. Modern LLMs could significantly enhance the translation of natural language into the first-order logic axioms required by the automated theorem prover, making the initial data ingestion and structuring far more robust than in 2019.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedHeavy software system, AI, NLP, theorem proving

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