Phenotypic data is key to advancing health in biomedicine. However, most phenotypic data is not in structured form, but is instead encoded as free text in various websites and journal publications. A phenopacket is a standardized structured text file about the genes and the observable biological features (phenotypes) of an individual organism or group of organisms. This project aims to create phenopackets from semi-structured phenotype data.