This dataset consists of pairs of chemical entity names and their corresponding synonyms, with labels indicating whether they refer to the same entity. A label of 1 means the name and synonym correspond to the same chemical entity, while a label of 0 indicates they refer to different entities. The dataset is sourced from PubChem (ChEBI), providing a valuable resource for tasks involving synonym resolution and chemical entity matching.