All negative samples have the same category(genre) as the corresponding positive samples. The category should correspond to the item id (movie_id): <img width="1112" alt="Screen Shot 2022-05-11 at 5 38 59 PM" src="https://user-images.githubusercontent.com/15731690/167819580-ebb43bfc-fc1c-48c6-86b9-7bc1e47162b3.png">