Verifying the Verifiers: Unveiling Pitfalls and Potentials in Fact Verifiers
Paper
• 2506.13342 • Published
topic stringclasses 4 values | statement stringlengths 30 632 | reference_documents sequencelengths 1 4 | label stringclasses 2 values | category stringclasses 23 values | additional_info stringclasses 1 value |
|---|---|---|---|---|---|
coverbench | James Davis, the candidate of the Green Party, received the lowest number of votes in the 2016 Brisbane City Council election for Northgate Ward (a Brisbane City Council ward covering Northgate, Banyo, Nudgee, Nudgee Beach, Nundah, Virginia, Wavell Heights, and parts of Chermside and Kedron). | [
"[H] Northgate Ward | [H] Northgate Ward\n[H] [[Member_of_parliament|MP]] | Adam Allan\n[H] [[List_of_political_parties_in_Australia|Party]] | [[Liberal_National_Party_of_Queensland|Liberal National Party]]\n[H] Namesake | [[Northgate,_Queensland|Northgate]]\n[H] [[Voting|Electors]] | 25,248 ([[2016_Brisbane_City_C... | S | Feverous | |
coverbench | The United States Army National Guard 38th Sustainment Brigade has been active since 2007 and is headquartered in Kokomo, Indiana. | [
"[H] 38th Sustainment Brigade | [H] 38th Sustainment Brigade\n[H] Active | 2007 - Present\n[H] Country | [[United_States|United States]]\n[H] Branch | [[United_States_Army_National_Guard|United States Army National Guard]]\n[H] Type | [[Sustainment_Brigade|Sustainment Brigade]]\n[H] Size | Brigade\n[H] Garrison/HQ ... | S | Feverous | |
coverbench | In Valhalla and the Fortress of Eve (Published by Vulcan Software, founded on January 5, 1994) the young King Garamond II has conquered his wicked uncle but when he decides to marry all of the eligible ladies are abducted and he begins his quest to free them. | [
"[H] [[Video_game_developer|Developer(s)]] | [[Vulcan_Software|Vulcan Software]]\n[H] Publisher(s) | Vulcan Software\n[H] [[Video_game_designer|Designer(s)]] | Lisa Tunnah\n[H] [[Video_game_programmer|Programmer(s)]] | Paul Hale Carrington\n[H] Artist(s) | Paul Hale Carrington\n[H] Writer(s) | Lisa Tunnah\n[H] Seri... | S | Feverous | |
coverbench | Slovakia placed first among the teams under Group C qualifying round for the 1999 FIBA European Championship or the FIBA Eurobasket 1999. | [
"Qualification for the 1999 FIBA European Championship, commonly called FIBA [[EuroBasket_1999|EuroBasket 1999]] took place between 22 May 1996 and 28 February 1999.\nA total of fourteen teams qualified for the tournament, joining hosts [[France_national_basketball_team|France]] and [[1998_FIBA_World_Championship|W... | S | Feverous | |
coverbench | Tan Seng Giaw has served Bandar Kelang, Klang Bandar, and Kajang. | [
"In this [[Chinese_name|Chinese name]], the [[Chinese_surname|family name]] is [[Chen_(surname)|Tan (陈)]].\n[H] [[Physician|Dr.]]\nTan Seng Giaw | [H] [[Physician|Dr.]]\nTan Seng Giaw\n[H] Member of the [[Malaysian_Parliament|Malaysian Parliament]]\nfor [[Kepong_(federal_constituency)|Kepong]], Kuala Lumpur | [H] M... | S | Feverous | |
coverbench | 1663 van den Bos was discovered in 1926 by H. E. Wood. | [
"[H] Discovery | [H] Discovery\n[H] [[List_of_minor_planet_discoverers|Discovered by]] | [[Harry_Edwin_Wood|H. E. Wood]]\n[H] [[List_of_observatory_codes|Discovery site]] | [[Union_Observatory|Johannesburg Obs.]]\n[H] Discovery date | 4 August 1926\n[H] Designations | [H] Designations\n[H] [[Minor_planet_designatio... | S | Feverous | |
coverbench | The National Broadcasting Company (NBC) first aired the first episode of Completely Mental Misadventures of Ed Grimley on September tenth, 1988. | [
"[H] The Completely Mental Misadventures of Ed Grimley | [H] The Completely Mental Misadventures of Ed Grimley\n[H] Genre | \n[H] Based on | Ed Grimley\nby [[Martin_Short|Martin Short]]\n[H] Developed by | Colossal Pictures, Inc.\n[H] Directed by | \n[H] Starring | \n[H] Voices of | \n[H] Composer | Michael Tavera\... | S | Feverous | |
coverbench | From 28 to 30 July, Greenbrier River sailed to Little Creek, Virginia for training in Chesapeake Bay, the largest estuary in the United States, where she was assigned to LSMR Squadron 4. | [
"[H] Chesapeake Bay | [H] Chesapeake Bay\n[H] Location | [[Maryland|Maryland]], [[Virginia|Virginia]]\n[H] Coordinates | \n[H] [[Body_of_water#Waterbody_types|Type]] | Estuary\n[H] Etymology | Chesepiooc, [[Algonquian_languages|Algonquian]] for village \"at a big river\"\n[H] [[Inflow_(hydrology)|Primary inflows]] ... | S | Feverous | |
coverbench | Christian Schebitz was a bobsleigh world cup champion (an annual competition) during 1989-90 for the two-man. | [
"[H] IBSF Bobsleigh World Cup | [H] IBSF Bobsleigh World Cup\n[H] Genre | [[Bobsleigh|Bobsleigh]]\n[H] Frequency | annual\n[H] Inaugurated | 1985\n[H] Previous event | [[2018–19_Bobsleigh_World_Cup|2018–19 Bobsleigh World Cup]]\n[H] Next event | [[2019–20_Bobsleigh_World_Cup|2019–20 Bobsleigh World Cup]]\n[H] Websi... | S | Feverous | |
coverbench | "At Least for Now" is the debut studio album by Benjamin Clemente; it won the 2015 Mercury Music Prize (created by Jon Webster), an annual music prize awarded for the best album released in the United Kingdom a British or Irish act. | [
"[H] Mercury Prize | [H] Mercury Prize\n[H] Awarded for | Best album from the United Kingdom and Ireland\n[H] Location | [[United_Kingdom|United Kingdom]]\n[H] First awarded | 1992; 28 years ago (1992) (as Mercury Music Prize)\n[H] Website | \nThe Mercury Prize, formerly called the Mercury Music Prize, is an annual... | S | Feverous |
The ClearFacts dataset used in the paper Verifying the Verifiers: Unveiling Pitfalls and Potentials in Fact Verifiers.
GitHub Repository: https://github.com/just1nseo/Verifying-the-Verifiers
If you find this dataset useful, please cite our paper!
@article{seo2025verifying,
title={Verifying the Verifiers: Unveiling Pitfalls and Potentials in Fact Verifiers},
author={Seo, Wooseok and Han, Seungju and Jung, Jaehun and Newman, Benjamin and Lim, Seungwon and Lee, Seungbeen and Lu, Ximing and Choi, Yejin and Yu, Youngjae},
journal={arXiv preprint arXiv:2506.13342},
year={2025}
}