Text in computer readable format of the 7 books of the volume dedicated to the province of Burgos of the Monumental Catalogue of Spain written by Narciso Sentenach (1927).Using Transkribus, specific Handwriting Text Recognition models have been trained to recognize this author's spelling and are available on the online platform (Sentenach_v3). After automatic transcription, the text was manually revised.The transcriptions were carried out by Raquel Liceras-Garrido, Alba Comino and Patricia Murrieta-Flores under the project “Goodbye reading glasses: a Machine Learning experiment on handwriting documents”, funded by the Faculty of Arts and Social Sciences and the Digital Humanities Hub of Lancaster University (UK).