The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Nov. 10, 2026

Filed:

Aug. 26, 2025
Applicant:

Hitachi, Ltd., Tokyo, JP;

Inventors:

Alexander Adam Laurence, Tokyo, JP;

Yuya Isoda, Tokyo, JP;

Assignee:

Hitachi, Ltd., Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2452 (2019.01); G06F 16/2457 (2019.01); G06F 16/901 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24522 (2019.01); G06F 16/24578 (2019.01); G06F 16/9024 (2019.01);
Abstract

A processor executes a two-stage ranking process, and the processor executes tensor search to understand semantic of the tensor embeddings based on a predetermined similarity and obtain top k (k is a natural number) nodes and edges from a tensor database, based on a vector query, and graph search to search a graph database to check relationships between the obtained edges and nodes and other entities and obtain a context from the relationships, and combines a result of the tensor search and a result of the graph search by calculating a composite score based on tensor scores indicating semantics of top k nodes and edges obtained from the tensor database and graph scores indicating relationships obtained from the graph database, creates a prompt from the top k nodes, and generates an answer using a large-scale language model in response to the prompt.


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Laurence, Alexander. (2026). Response system and response method (U.S. Patent No. 12792601). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12792601

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