It contains Slovenian food names from receipts linked to items in the Slovenian food composition database (FCDB). They are also annotated with the NAct ontology. Since food names on receipts are often abbreviated and vary from those in the FCDB, this dataset is crucial for future research in food, nutrition, data science, and AI. It can be used to develop food recommender systems commonly found in food applications.