You can always get the missing data with a DOI, which is always present on the paper if it's recent enough.

I have tried filling some missing fields in my books list with help of an LLM, and none of the books were rare. I allowed it to search the internet and it hallucinated so bad that I nuked that version of the list and reverted all the changes.

It's more accurate with all the holes in the data.