NL2SHACL-Dataset

A multi-domain dataset of NL--SHACL pairs with ontology annotations and human-validated descriptions. The NL2SHACL dataset comprises multiple sub-datasets covering both cross-domain (DBpedia) and domain-specific settings, including business invoices, chemical data, healthcare information management, public procurement, and open government data.本数据集为多领域自然语言（Natural Language, NL）-SHACL 配对数据集，附带本体标注与经人工校验的描述文本。 NL2SHACL 数据集包含多个子数据集，覆盖跨领域（DBpedia）与领域专属两类场景，涵盖商业发票、化学数据、医疗信息管理、公共采购以及开放政府数据等范畴。