This dataset, titled ELNER-DZ, was created by Bouguettoucha Hadjer Hanine and Djouablia Ilhem as part of our Master’s thesis . It is the first large-scale dataset designed for Named Entity Recognition (NER) and Entity Linking (EL) in Algerian Arabic Dialect (Darija), including both Arabic script and Arabizi (Latin-script).