Current LLM-based ontology learning systems fail to extract non-taxonomic relations due to limitations of closed, taxonomy-oriented relation vocabularies

However, no non-taxonomic relations are extracted, highlighting limitations of closed, taxonomy-oriented relation vocabularies

http://arxiv.org/abs/2608.27101v1