MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202621048923 A) filed by Beyondata Solutions Private Limited on April 17, 2026, for System And Method For Multi-Dimensional Reliability-Calibrated Evaluation Of Structured Documents.
Inventors include Nishant Singh Tomar; and Dipesh Prajapati.
The application for the patent was published on June 19, 2026, under issue no. 25/2026.
Abstract: The present disclosure relates to a system (114) and computer-implemented method for provenance-aware, multi-dimensional reliability-calibrated evaluation of structured documents. The system (114) includes one or more processors and a memory storing instructions that cause the system (114) to receive a structured document including textual, structural, relational, positional, or evidentiary elements. The system (114) determines a document provenance mode including a trace- enriched mode or a reconstruction mode and performs generation or reconstruction to obtain a multi-dimensional document representation. The system (114) projects the representation into a domain-conditioned evaluation manifold and evaluates one or more document criteria by computing an epistemic stability index for each criterion. The system (114) verifies a decision stability condition by assessing persistence of the epistemic stability index within a stability region across a decision stability horizon. Further, the system (114) generates an explainability output. The output includes deviation, coherence, embedding proximity, entropy, or historical archetype indicators. FIG. 1
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