Named entity recognition is a fundamental task in natural language processing. Based on the sequence labeling paradigm for flat named recognition, multiple methods have been developed to handle nested structures. However, they either require fixed order or introduce complex hypergraphs. To tackle this problem, we propose novel model Local Hypergraph Builder Network (LHBN) that builds simpler lo...