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:
Feb. 10, 2026

Filed:

Jan. 10, 2024
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

MD Faisal Mahbub Chowdhury, Ardsley, NY (US);

Alfio Massimiliano Gliozzo, Brooklyn, NY (US);

Nandana Sampath Mihindukulasooriya, Sunnyside, NY (US);

Michael Robert Glass, Bayonne, NJ (US);

Sarthak Dash, Jersey City, NJ (US);

Sugato Bagchi, White Plains, NY (US);

Gaetano Rossiello, Brooklyn, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06F 40/30 (2020.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01);
Abstract

Mechanisms are provided for automatically generating semantical enhanced metadata for a structured data structure. Multi-task machine learning training is performed, based on data comprising separate sets of training data samples for each of a plurality of semantic metadata enhancement tasks, of a base artificial intelligence (AI) computer model to thereby generate a fine-tuned AI computer model trained to specifically generate semantically enhanced metadata for structured data structures. A prompt is received that specifies a structure of an input structured data structure and requests a semantic metadata enhancement task from the plurality of semantic metadata enhancement tasks. The fine-tuned AI computer model processes the prompt to generate semantically enhanced metadata for the structure of the input structured data structure and provide it to a downstream computing system for performing a downstream computing operation based on the semantically enhanced metadata.


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