LLMs may be adapted to extract structures described in literature by completing missing structural data in text descriptions (in line with work that demonstrated the classification and extraction of data from literature ) and building computationally accessible structure objects, which could help to link e.g. structures indexed in the Materials Project or ICSD to literature automatically.