RDF: The Natural Knowledge Layer for AI

Large Language Models (LLMs) often struggle with accuracy on enterprise data, but knowledge graphs can boost accuracy threefold. This article explores why Resource Description Framework (RDF) isn't just one option among many for knowledge representation—it's the natural endpoint. Many enterprises, when building knowledge layers, initially choose custom solutions but inevitably end up rebuilding core RDF features like global identifiers and data federation protocols. The article explains how RDF solves core problems in knowledge representation, such as entity identification, and shows how using RDF improves LLM accuracy and efficiency.