The Orphan Axiom Problem could become a major challenge in ontology-based Retrieval-Augmented Generation (RAG). It occurs when the majority of axioms in an ontology are not part of any class hierarchy—they are "orphans." These orphan axioms are typically ABox assertions: facts about individuals, property values, and annotations. Unlike TBox...