{"url":"/dataset/trilemma-dataset","name":"Trilemma Dataset","full_name":"The Trilemma of Truth in Large Language Models","description_markdown":"The Trilemma of Truth is a multiclass probing dataset for evaluating the veracity-tracking mechanism of large language models.\r\nIt comprises three configurations— `city_locations` (statements about where cities are), `med_indications` (drug–condition assignments), and `word_definitions` - each annotated as true, false, or neither.\r\nDesigned to plug straight into `sAwMIL` and various veracity probes.","description_withheld":null,"homepage":"https://huggingface.co/datasets/carlomarxx/trilemma-of-truth","introduced_date":"2025-06-30","introduced_date_note":null,"introduced_by":{"paper":"/paper/the-trilemma-of-truth-in-large-language","title":"The Trilemma of Truth in Large Language Models","first_author":"Germans Savcisens","url":null},"license":{"name":"cc-by-4.0","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Text Classification","url":"/task/text-classification","datasets_with_task":"/datasets/task/text-classification"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Trilemma Dataset"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/carlomarxx/trilemma-of-truth","frameworks":["tf","pytorch","jax"]}],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}