A retrieval-augmented few-shot prompting pipeline with Qwen2.5-14B-Instruct achieves 0.8692 Semantic Graph Similarity and 0.9200 Term-Typing F1 on the ontology extension task

The approach achieves Semantic Graph Similarity of 0.8692, Term-Typing F1 of 0.9200, and Taxonomy Discovery F1 of 0.8540 on Task B

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