OCR is used to process text in documents. We assisted Archive IT in automating the interpretation of legends in blueprints and correlate entities with data, such as the reference number. The challenge here was to find a model which could sufficiently correlate these entities to their corresponding data. We supported Archive IT in their search and development of a system which could interpret years old manually drawn blueprints.