Advanced Automated system and method for Systems, methods, and Future Evolutions & Paradigm Shifts System

Publication ID: 26-US12032547B2_0010_PTD

Published: January 17, 2026

Category:Future Evolutions & Paradigm Shifts

Legal Citation

pr1or.art Inc., “Advanced Automated system and method for Systems, methods, and Future Evolutions & Paradigm Shifts System,” Published Technical Disclosure No. 26-US12032547B2_0010_PTD, Published January 17, 2026, available at https://archive.pr1or.art/26-US12032547B2_0010_PTD

This technical disclosure describes improvements that would be readily apparent to a Person Having Ordinary Skill In The Art (PHOSITA) when considered in combination with the foundational architecture disclosed in U.S. Patent No. 120,325,472.

Summary of the Inventive Concept

A sophisticated Automated system and method for Systems, methods, and solution that integrates future evolutions & paradigm shifts methodologies to address specific technical challenges in Automated domain.

Background and Problem Solved

The source patent Automated system and method for Systems, methods, and addresses core functionality, but future evolutions & paradigm shifts presents opportunities for technical enhancement and expansion in this domain.

Detailed Description of the Inventive Concept

A comprehensive technical system that implements future evolutions & paradigm shifts enhancements to the original Automated system and method for Systems, methods, and technology. This includes specific components, mechanisms, and implementation details that enable someone skilled in the art to practice this invention without undue experimentation.

Novelty and Inventive Step

Introduces new technical features and approaches that were not present in the source patent, specifically targeting future evolutions & paradigm shifts improvements for Automated system and method for Systems, methods, and systems.

Alternative Embodiments and Variations

Multiple technical implementation approaches for future evolutions & paradigm shifts that provide flexibility while maintaining the core inventive concept of Automated system and method for Systems, methods, and.

Potential Commercial Applications and Market

Broad market applicability across industries that can benefit from future evolutions & paradigm shifts enhancements to Automated system and method for Systems, methods, and technology.

CPC Classifications

Section	Class	Group
G	G06	G06F16/2228
G	G06	G06F16/24578
G	G06	G06F16/288

Section 103 Obviousness Analysis (PHOSITA)

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Field of Art

Knowledge graph processing and data management systems, specifically in oilfield information technology, involving advanced data structuring, knowledge representation, and information visualization techniques

Person of Ordinary Skill (PHOSITA) Profile

A skilled professional with expertise in computer science, data engineering, and information systems, possessing advanced knowledge of knowledge graph technologies, machine learning, and domain-specific data processing techniques

Obviousness Rationale

A PHOSITA would recognize that the PTD's proposed future evolutions and paradigm shifts represent predictable extensions of the source patent's core knowledge graph processing methodology. The disclosed variations primarily involve incremental technical improvements that would be apparent to someone skilled in the art of knowledge graph and data management systems. These extensions represent standard engineering approaches to enhancing existing technological frameworks through well-understood optimization and expansion techniques.

Obvious Combinations & Variations

Source Patent Element

Knowledge graph comprising entities and connections between entities

PTD Variation

Enhanced knowledge graph with additional metadata and dynamic entity relationship modeling

Obviousness Reasoning

Expanding entity relationship complexity is a predictable design choice for knowledge graph systems, representing a known technique for increasing semantic richness and information representation

Source Patent Element

Raw oilfield data processing and structured data generation

PTD Variation

Advanced machine learning-driven data transformation and multi-dimensional knowledge graph enrichment

Obviousness Reasoning

Applying machine learning techniques to improve data processing is a standard evolutionary approach in information systems, representing a finite and obvious solution for enhancing data interpretation capabilities

Source Patent Element

Dashboard visualization of knowledge graph

PTD Variation

Interactive, real-time visualization with advanced filtering and contextual exploration features

Obviousness Reasoning

User interface improvements for data visualization represent predictable technological progression, utilizing known interaction design principles and standard visualization techniques

Source Patent Element

Generating unstructured oilfield data based on raw data and knowledge graph

PTD Variation

Implementing adaptive knowledge graph generation with cross-domain information integration

Obviousness Reasoning

Extending knowledge graph generation across multiple domains is a logical and obvious technical evolution, representing a standard approach to increasing system flexibility and information comprehensiveness

Source Patent Element

Basic knowledge graph processing methodology

PTD Variation

Implementing future evolutions and paradigm shifts through modular, extensible system architecture

Obviousness Reasoning

Creating modular system architectures that enable future technological extensions is a well-understood design principle in software and information systems engineering

35 U.S.C. § 103 Summary: Based on a comprehensive analysis of US Patent US12032547B2 and the associated Published Technical Disclosure, a Person Having Ordinary Skill In The Art would find the disclosed technical variations obvious and non-inventive. The proposed system extensions represent predictable technological progressions that would be readily conceived by a skilled practitioner without requiring undue experimentation or non-obvious innovation, thus rendering potential derivative claims obvious under 35 U.S.C. Section 103.

Original Patent Information

Patent Number	US 120,325,472
Title	Automated system and method for processing oilfield information