MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202611059774 A) filed by Prakhar Yadav on May 11, 2026, for An Integrated Artificial Intelligence-Based News Intelligence Platform.
Inventor includes Prakhar Yadav.
The application for the patent was published on June 19, 2026, under issue no. 25/2026.
Abstract: An integrated artificial intelligence-based platform (100) for automated news intelligence is provided, combining domain-adaptive standardization, hierarchical two- stage semantic matching, credibility-weighted multi-dataset tabular fusion, and unified multi-output orchestration. A news standardization engine (400) converts news articles into standardized canonical representations using domain-specific templates (410) with canonical fields particular to each domain, with entities linked to universal identifiers (423). A hierarchical two-stage semantic matching module (500) performs first-stage source-category matching with diversity-enforced source selection (513) followed by second-stage field-level matching using hybrid embeddings (522). A multi-dataset tabular fusion engine (600) queries heterogeneous structured datasets through connectors (610) and resolves conflicts using credibility-weighted aggregation (633). A unified multi-output intelligence orchestrator (700) leverages the standardized representations and unified comparison tables as shared infrastructure to deliver verification, divergence detection, contextual enrichment, and cross-source bias analysis outputs through unified multi-dimensional output integration. Reference Fig. 1
Disclaimer: Curated by HT Syndication.
