Abstract: The semantic interpretation of “things” – encompassing physical objects, abstract concepts, and everything in between – is a fundamental problem in artificial intelligence and cognitive science. Its broad, context-dependent usage requires systems to navigate the fluid boundaries between concrete and abstract entities, often relying on ontologies, reference resolution, and common sense reasoning to make sense…