Datasets:

SwetieePawsss
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DUET

source_csv stringclasses 25 values	subjectLabel stringlengths 1 89	relation stringclasses 447 values	objectLabel stringlengths 1 105	subject_qid stringlengths 3 10	property_pid stringclasses 446 values	object_qid stringlengths 2 10	question stringlengths 13 113	question_v1 stringlengths 17 120	answer stringlengths 1 105	pop_subject float64 2 2.44k	pop_object float64 0 2.44k	pop_sum float64 34 4.33k	best_gen_Llama_8b_Instract stringlengths 1 80 ⌀	gen_recall_Llama_8b_Instract float64 0 1	bert_sim_Llama_8b_Instract float64 0 1	answer_contains_subject bool 2 classes
health_disease.csv	alcohol withdrawal seizure	subclass of	nervous system alcohol-induced disorders	Q1345798	P279	Q55004792	What is alcohol withdrawal seizure a subclass of?	What is the subclass of alcohol withdrawal seizure?	nervous system alcohol-induced disorders	22	12	34	Delirium tremens	0	0.25	false
human_athlete.csv	Toralf Lyng	place of birth	Voss	Q7825388	P19	Q87472081	What is the place of birth of Toralf Lyng?	What is the place of birth of Toralf Lyng?	Voss	28	6	34	Førde, Norway	0	0.26	false
health_disease.csv	intestinal fistula	subclass of	digestive system fistula	Q54931334	P279	Q34397578	What is intestinal fistula a subclass of?	What is the subclass of intestinal fistula?	digestive system fistula	21	14	35	Enteroenteric fistula	0.333333	0.73	false
health_symptom.csv	Knee buckling	subclass of	joint instability	Q42417656	P279	Q25385201	What is Knee buckling a subclass of?	What is the subclass of Knee buckling?	joint instability	24	14	38	Medial Compartment Syndrome	0	0.27	false
health_disease.csv	nose neoplasm	subclass of	skull neoplasm	Q71785199	P279	Q56014663	What is nose neoplasm a subclass of?	What is the subclass of nose neoplasm?	skull neoplasm	25	15	40	Benign melanocytic neoplasm	0.5	0.48	false
health_disease.csv	mesothelial neoplasm	subclass of	glandular and epithelial neoplasm	Q18968050	P279	Q5566612	What is mesothelial neoplasm a subclass of?	What is the subclass of mesothelial neoplasm?	glandular and epithelial neoplasm	22	19	41	Adenocarcinoma and sarcoma	0.25	0.51	false
health_disease.csv	mouth abnormality	subclass of	stomatognathic system abnormality	Q54931797	P279	Q54945665	What is mouth abnormality a subclass of?	What is the subclass of mouth abnormality?	stomatognathic system abnormality	25	16	41	Prostagnathia	0	0.21	false
health_disease.csv	microcolon	subclass of	colonic disease	Q55782106	P279	Q18556754	What is microcolon a subclass of?	What is the subclass of microcolon?	colonic disease	21	20	41	Subspecies of Micrococcus luteus	0	0.13	false
health_disease.csv	pharynx neoplasm	subclass of	pharyngeal diseases	Q56014508	P279	Q66793652	What is pharynx neoplasm a subclass of?	What is the subclass of pharynx neoplasm?	pharyngeal diseases	25	17	42	Pharyngeal tumors	0.5	0.75	false
health_disease.csv	border disease	subclass of	Flaviviridae infectious disease	Q19000401	P279	Q18968172	What is border disease a subclass of?	What is the subclass of border disease?	Flaviviridae infectious disease	23	20	43	Orf is the subclass of border disease	0.333333	0.22	false
health_disease.csv	coronary occlusion	subclass of	chronic arterial occlusive disease	Q5172192	P279	Q105224834	What is coronary occlusion a subclass of?	What is the subclass of coronary occlusion?	chronic arterial occlusive disease	31	13	44	Acute or chronic	0.25	0.31	false
health_disease.csv	chromhidrosis	subclass of	apocrine sweat gland disease	Q2966706	P279	Q55790532	What is chromhidrosis a subclass of?	What is the subclass of chromhidrosis?	apocrine sweat gland disease	31	14	45	Cultivated axillary sweat gland odor hyperh	0.5	0.63	false
health_disease.csv	Capillaritis	subclass of	capillary disease	Q2937283	P279	Q18554363	What is Capillaritis a subclass of?	What is the subclass of Capillaritis?	capillary disease	24	21	45	Acanthomyopsinae	0	0.08	false
health_medication.csv	Tegafur/gimeracil/oteracil	subject has role	antineoplastic antimetabolite	Q15410179	P2868	Q50429867	What role does Tegafur/gimeracil/oteracil have?	What is the subject has role of Tegafur/gimeracil/oteracil?	antineoplastic antimetabolite	34	12	46	It is an oral antineoplastic agent	0.5	0.65	false
entertainment_music_genre.csv	Latin hip hop	subclass of	urbano music	Q3827483	P279	Q9048261	What is Latin hip hop a subclass of?	What is the subclass of Latin hip hop?	urbano music	31	15	46	Regional music subgenre born in South Central Los Angeles	0.5	0.48	false
entertainment_music_genre.csv	traditional bluegrass	opposite of	progressive bluegrass	Q7832321	P461	Q3307225	What is the opposite of traditional bluegrass?	What is the opposite of traditional bluegrass?	progressive bluegrass	23	23	46	Progressive bluegrass	1	1	false
entertainment_music_genre.csv	functional music	opposite of	autonomous music	Q26897135	P461	Q788016	What is the opposite of functional music?	What is the opposite of functional music?	autonomous music	30	17	47	Atonal music	0.5	0.51	false
health_disease.csv	Dural arteriovenous fistula	subclass of	central nervous system vascular malformation	Q4070256	P279	Q54945930	What is Dural arteriovenous fistula a subclass of?	What is the subclass of Dural arteriovenous fistula?	central nervous system vascular malformation	23	24	47	Bridging type, intraaneurysmal	0	0.18	false
health_disease.csv	persistent cloaca	subclass of	intestinal malformation	Q7170405	P279	Q55789041	What is persistent cloaca a subclass of?	What is the subclass of persistent cloaca?	intestinal malformation	29	18	47	Ammosaurus	0	0.15	false
entertainment_music_genre.csv	industrial folk music	subclass of	political song	Q627181	P279	Q25452063	What is industrial folk music a subclass of?	What is the subclass of industrial folk music?	political song	26	21	47	Folk rock, Industrial folk	0	0.27	false
health_medication.csv	Viltolarsen	instance of	antisense oligonucleotide	Q98523702	P31	Q10912653	What type of entity is Viltolarsen?	What is the instance of Viltolarsen?	antisense oligonucleotide	24	23	47	Antisense oligonucleotide (nus	1	0.89	false
health_disease.csv	colorectal neoplasm	subclass of	colonic neoplasm	Q58833976	P279	Q3542029	What is colorectal neoplasm a subclass of?	What is the subclass of colorectal neoplasm?	colonic neoplasm	25	22	47	Adenoma, Carcinoma	0	0.48	false
health_disease.csv	Abderhalden–Kaufmann–Lignac syndrome	subclass of	cystinosis, nephropathic	Q4664900	P279	Q55998573	What is Abderhalden–Kaufmann–Lignac syndrome a subclass of?	What is the subclass of Abderhalden–Kaufmann–Lignac syndrome?	cystinosis, nephropathic	27	22	49	Hereditary nephritis	0	0.45	false
entertainment_music_genre.csv	impressionist music	subclass of	modern classical music	Q105697765	P279	Q65937946	What is impressionist music a subclass of?	What is the subclass of impressionist music?	modern classical music	24	25	49	Expressionist music	0.333333	0.51	false
technology_software.csv	Wound Care Simulation	instance of	medical simulation	Q115343108	P31	Q195818	What type of entity is Wound Care Simulation?	What is the instance of Wound Care Simulation?	medical simulation	23	26	49	Medical simulation lab training for surgeons and healthcare professionals	1	0.78	false
entertainment_music_genre.csv	therapy music	subclass of	functional music	Q11330425	P279	Q26897135	What is therapy music a subclass of?	What is the subclass of therapy music?	functional music	19	30	49	Mindfulness music	0.5	0.46	false
entertainment_music_genre.csv	film soundtrack	partially coincident with	television soundtrack	Q29652773	P1382	Q107022156	What does film soundtrack partially coincide with?	What is the partially coincident with of film soundtrack?	television soundtrack	29	20	49	Temporally coincident soundtrack	0.5	0.57	false
entertainment_music_genre.csv	porro	subclass of	Hispanic American music	Q3069904	P279	Q107718539	What is porro a subclass of?	What is the subclass of porro?	Hispanic American music	31	18	49	Catalan and Occitan	0	0.28	false
places_city.csv	Bolo	located in the administrative territorial entity	Semien Shewa Zone	Q2909484	P131	Q1070780	In which administrative region is Bolo located?	What is the located in the administrative territorial entity of Bolo?	Semien Shewa Zone	22	27	49	Haskovo, Bulgaria	0	0.15	false
entertainment_song.csv	3e sexe	follows	Canary Bay	Q2816635	P155	Q2936172	What came before 3e sexe?	What is the follows of 3e sexe?	Canary Bay	26	24	50	Féminin, Masculin or Inter	0	0.05	false
entertainment_music_genre.csv	madrigal comedy	instance of	comedic genre	Q3267742	P31	Q5151404	What type of entity is madrigal comedy?	What is the instance of madrigal comedy?	comedic genre	33	17	50	Musical form	0	0.34	false
entertainment_anime.csv	Tenshi no Drop	author	Chizuna Nakajima	Q11442260	P50	Q11364662	What is the author of Tenshi no Drop?	What is the author of Tenshi no Drop?	Chizuna Nakajima	27	23	50	Seika Nakajima	0.5	0.73	false
health_disease.csv	cystic, mucinous, and serous neoplasms	subclass of	glandular and epithelial neoplasm	Q5201203	P279	Q5566612	What are cystic, mucinous, and serous neoplasms a subclass of?	What is the subclass of cystic, mucinous, and serous neoplasms?	glandular and epithelial neoplasm	31	19	50	Ovarian epithelial tumors	0.25	0.59	false
health_disease.csv	meconium ileus	subclass of	Neonatal bowel obstruction	Q3148841	P279	Q17151226	What is meconium ileus a subclass of?	What is the subclass of meconium ileus?	Neonatal bowel obstruction	31	20	51	Cystic fibrosis	0	0.27	false
health_medication.csv	danaparoid	instance of	heparinoid	Q906271	P31	Q906289	What type of entity is danaparoid?	What is the instance of danaparoid?	heparinoid	26	25	51	Heparinoid	1	1	false
health_disease.csv	piedra	subclass of	superficial mycosis	Q10863066	P279	Q18928094	What is piedra a subclass of?	What is the subclass of piedra?	superficial mycosis	34	17	51	Lithophone	0	0.15	false
business_corporation.csv	Vercel	instance of	platform as a service	Q139257301	P31	Q1153767	What type of entity is Vercel?	What is the instance of Vercel?	platform as a service	4	47	51	Vercel is a Platform as a Service (	1	0.58	false
health_disease.csv	lichen striatus	subclass of	lichenoid eruption	Q6543217	P279	Q6543234	What is lichen striatus a subclass of?	What is the subclass of lichen striatus?	lichenoid eruption	28	24	52	Psoriasiform lentigo	0	0.19	false
health_disease.csv	prostate neoplasm	subclass of	male reproductive system neoplasm	Q56014511	P279	Q56014655	What is prostate neoplasm a subclass of?	What is the subclass of prostate neoplasm?	male reproductive system neoplasm	27	25	52	Gleason score-based subcategories and benign or	0	0.02	false
health_disease.csv	hyperphenylalaninemia	subclass of	disorder of phenylalanine metabolism	Q5898279	P279	Q55786974	What is hyperphenylalaninemia a subclass of?	What is the subclass of hyperphenylalaninemia?	disorder of phenylalanine metabolism	36	16	52	Hyperphenylalaninemia is a subclass of	0.25	0.57	false
health_medication.csv	calfactant	subject has role	pulmonary surfactant	Q5019575	P2868	Q28163641	What role does calfactant have?	What is the subject has role of calfactant?	pulmonary surfactant	26	26	52	Surfactant stabilizes liquids	0.5	0.6	false
places_landmark.csv	Theater Confidencen	instance of	palace theatre	Q260592	P31	Q133873024	What type of entity is Theater Confidencen?	What is the instance of Theater Confidencen?	palace theatre	49	3	52	The Savoy Theatre in London	0.5	0.68	false
entertainment_song.csv	Ne khovai ochei	record label	Best Music	Q65204449	P264	Q104057038	What is the record label of Ne khovai ochei?	What is the record label of Ne khovai ochei?	Best Music	32	21	53	Sony Music Russia	0.5	0.48	false
health_disease.csv	uterine neoplasm	subclass of	female reproductive system neoplasm	Q56014517	P279	Q56014489	What is uterine neoplasm a subclass of?	What is the subclass of uterine neoplasm?	female reproductive system neoplasm	28	25	53	Uterine neoplasm subtypes:	0.25	0.67	false
technology_software.csv	Visual Components	has use	simulation software	Q20712651	P366	Q11121294	What is Visual Components used for?	What is the has use of Visual Components?	simulation software	27	26	53	Software design and development accelerators	0.5	0.35	false
health_disease.csv	scapular fracture	subclass of	shoulder fracture	Q3377653	P279	Q56301149	What is scapular fracture a subclass of?	What is the subclass of scapular fracture?	shoulder fracture	30	23	53	Scapular fracture can be subclassified into:	0.5	0.55	false
entertainment_music_genre.csv	coupé-décalé	subclass of	zouglou	Q513357	P279	Q227036	What is coupé-décalé a subclass of?	What is the subclass of coupé-décalé?	zouglou	30	23	53	Zouglou	1	1	false
business_brand.csv	Yours Clothing	has subsidiary	BadRhino	Q84163322	P355	Q84161924	Which organization is a subsidiary of Yours Clothing?	What is the has subsidiary of Yours Clothing?	BadRhino	35	18	53	Premier Farnell	0	0.24	false
entertainment_anime.csv	Rescue Me!	author	Makita Keiharu	Q7037521	P50	Q11479932	What is the author of Rescue Me!?	What is the author of Rescue Me!?	Makita Keiharu	28	25	53	Francine Pascal	0	0.14	false
health_disease.csv	pseudoporphyria	subclass of	bullous skin disease	Q2246688	P279	Q18557957	What is pseudoporphyria a subclass of?	What is the subclass of pseudoporphyria?	bullous skin disease	24	29	53	Chronic granulomatous disease and cutaneous	0.333333	0.57	false
health_symptom.csv	vesical tenesmus	subclass of	strangury	Q2319686	P279	Q474914	What is vesical tenesmus a subclass of?	What is the subclass of vesical tenesmus?	strangury	34	19	53	Strangury	1	1	false
entertainment_song.csv	Wah Gwan Delilah	producer	Sean O'Keefe	Q126727168	P162	Q7441321	What is the producer of Wah Gwan Delilah?	What is the producer of Wah Gwan Delilah?	Sean O'Keefe	28	25	53	Sean Kingston	0.333333	0.66	false
entertainment_song.csv	Hang On to Your Love	follows	When Am I Going to Make a Living	Q5647834	P155	Q4053079	What came before Hang On to Your Love?	What is the follows of Hang On to Your Love?	When Am I Going to Make a Living	30	24	54	"Lay It Down"	0	0.05	false
health_disease.csv	vulvar neoplasm	subclass of	female reproductive system neoplasm	Q52601023	P279	Q56014489	What is vulvar neoplasm a subclass of?	What is the subclass of vulvar neoplasm?	female reproductive system neoplasm	29	25	54	Paget's disease, invasive squamous cell carcinoma	0	0.21	false
health_disease.csv	fibroepithelial neoplasms	subclass of	complex and mixed tumor	Q5446462	P279	Q5156568	What are fibroepithelial neoplasms a subclass of?	What is the subclass of fibroepithelial neoplasms?	complex and mixed tumor	31	23	54	Papillary, mixed, and invasive	0.5	0.34	false
technology_software.csv	stalonetray	named after	Stand-alone shell	Q62864777	P138	Q2869650	Who or what is stalonetray named after?	What is the named after of stalonetray?	Stand-alone shell	33	21	54	Clyde Hutchinson	0	0.04	false
health_disease.csv	tongue neoplasm	subclass of	oral cavity neoplasm	Q4335554	P279	Q55789538	What is tongue neoplasm a subclass of?	What is the subclass of tongue neoplasm?	oral cavity neoplasm	28	26	54	Oral squamous cell carcinoma	0.333333	0.67	false
event_film.csv	Ottawa Canadian Film Festival	founded by	Jith Paul	Q97359901	P112	Q63247119	Who founded Ottawa Canadian Film Festival?	What is the founded by of Ottawa Canadian Film Festival?	Jith Paul	36	19	55	Paul Gratton	0.5	0.5	false
health_disease.csv	ocular onchocerciasis	subclass of	vector-borne disease	Q18966873	P279	Q2083837	What is ocular onchocerciasis a subclass of?	What is the subclass of ocular onchocerciasis?	vector-borne disease	30	25	55	Vision-threatening blinding endemic eye disease	0.333333	0.38	false
entertainment_anime.csv	Idol Land PriPara	part of the series	Pretty Rhythm	Q103980293	P179	Q498079	Which series is Idol Land PriPara part of?	What is the part of the series of Idol Land PriPara?	Pretty Rhythm	22	33	55	TV anime series	0	0.13	false
geography_forest.csv	Fremont National Forest	IUCN protected areas category	IUCN category VI: Protected Area with sustainable use of natural resources	Q3079129	P814	Q14545652	What is the IUCN protected areas category of Fremont National Forest?	What is the IUCN protected areas category of Fremont National Forest?	IUCN category VI: Protected Area with sustainable use of natural resources	31	24	55	Category V (Protected Area with Sustainable Use of Natural	0.727273	0.73	false
health_disease.csv	health effects of caffeine	subclass of	stimulant use disorder	Q2933021	P279	Q28208977	What are the health effects of caffeine a subclass of?	What is the subclass of health effects of caffeine?	stimulant use disorder	32	23	55	Alerting and stimulant effects	0.333333	0.59	false
entertainment_music_genre.csv	classic female blues	subclass of	vaudeville	Q1309336	P279	Q109719462	What is classic female blues a subclass of?	What is the subclass of classic female blues?	vaudeville	39	16	55	Electric blues	0	0.22	false
places_city.csv	Sauce	instance of	city	Q429855	P31	Q62129985	What type of entity is Sauce?	What is the instance of Sauce?	city	49	6	55	Tomato sauce	0	0.24	false
health_disease.csv	total anomalous pulmonary venous connection	subclass of	cyanotic heart defect	Q3020720	P279	Q2186829	What is total anomalous pulmonary venous connection a subclass of?	What is the subclass of total anomalous pulmonary venous connection?	cyanotic heart defect	27	29	56	Partial anomalous pulmonary venous connection	0	0.3	false
entertainment_song.csv	C'est chelou	producer	Phil Greiss	Q2930262	P162	Q18684580	What is the producer of C'est chelou?	What is the producer of C'est chelou?	Phil Greiss	28	28	56	Black M	0	0.16	false
health_disease.csv	mucoepidermoid tumor	subclass of	cystic, mucinous, and serous neoplasms	Q18968076	P279	Q5201203	What is mucoepidermoid tumor a subclass of?	What is the subclass of mucoepidermoid tumor?	cystic, mucinous, and serous neoplasms	25	31	56	Conventional, malignant and cystic	0.4	0.73	false
health_medication.csv	ferumoxytol	subject has role	hematinic	Q27430123	P2868	Q10860580	What role does ferumoxytol have?	What is the subject has role of ferumoxytol?	hematinic	33	23	56	Intravenous iron oxide nanoparticle	0	0.16	false
health_disease.csv	urethral neoplasm	subclass of	urinary system neoplasm	Q58833969	P279	Q56014472	What is urethral neoplasm a subclass of?	What is the subclass of urethral neoplasm?	urinary system neoplasm	26	30	56	Papilloma, dysplasia, carcinoma	0	0.29	false
entertainment_song.csv	Malas Intenciones	record label	ginTONIC Records	Q108862196	P264	Q108810448	What is the record label of Malas Intenciones?	What is the record label of Malas Intenciones?	ginTONIC Records	30	26	56	Inoxhack Records	0.5	0.43	false
entertainment_music_genre.csv	biguine	different from	beguine	Q17080629	P1889	Q814402	What is biguine different from?	What is biguine different from?	beguine	25	31	56	Bouqabila	0	0.45	false
entertainment_music_genre.csv	production music	subclass of	soundtrack	Q2111784	P279	Q107736421	What is production music a subclass of?	What is the subclass of production music?	soundtrack	30	26	56	Film music	0	0.66	false
health_disease.csv	stable angina	risk factor	hypertension	Q3617336	P5642	Q95566669	What is the risk factor of stable angina?	What is the risk factor of stable angina?	hypertension	33	23	56	Low	0	0.17	false
business_corporation.csv	Start People	instance of	temporary work agency	Q2646530	P31	Q59545	What type of entity is Start People?	What is the instance of Start People?	temporary work agency	27	30	57	Start People is not a known or common entity,	0	0.09	false
health_disease.csv	lung neoplasm	subclass of	respiratory tract neoplasm	Q15124212	P279	Q58833963	What is lung neoplasm a subclass of?	What is the subclass of lung neoplasm?	respiratory tract neoplasm	34	23	57	Benign neoplasm (adenomas, ham	0.333333	0.51	false
health_medication.csv	Rho(D) immune globulin	subject has role	immunologic factor	Q3149137	P2868	Q50349184	What role does Rho(D) immune globulin have?	What is the subject has role of Rho(D) immune globulin?	immunologic factor	42	15	57	Prevention of hematolytic disease in Rh-negative	0	0.24	false
health_medication.csv	epoetin beta	active ingredient in	Neorecormon	Q5383795	P3780	Q29006205	Which product contains epoetin beta as an active ingredient?	What is the active ingredient in of epoetin beta?	Neorecormon	25	32	57	Epoxetin-Alfa	0	0.13	false
health_disease.csv	alphavirus infections	subclass of	Togaviridae infectious disease	Q4735280	P279	Q19000422	What are alphavirus infections a subclass of?	What is the subclass of alphavirus infections?	Togaviridae infectious disease	33	25	58	Newcastle disease virus and avian encephal	0.333333	0.42	false
technology_software.csv	MLton	instance of	optimizing compiler	Q17125754	P31	Q1325106	What type of entity is MLton?	What is the instance of MLton?	optimizing compiler	34	24	58	MLTON is an optimizing compiler for Standard ML	1	0.56	false
health_symptom.csv	Webbed neck	subclass of	rare head and neck malformation	Q3539327	P279	Q55785495	What is Webbed neck a subclass of?	What is the subclass of Webbed neck?	rare head and neck malformation	37	21	58	Peneiplatyna	0	0.06	false
health_disease.csv	allergic fungal sinusitis	subclass of	respiratory allergy	Q81214409	P279	Q23037744	What is allergic fungal sinusitis a subclass of?	What is the subclass of allergic fungal sinusitis?	respiratory allergy	32	26	58	Aspergillosis	0	0.24	false
entertainment_music_genre.csv	relaxation music	subclass of	functional music	Q3328652	P279	Q26897135	What is relaxation music a subclass of?	What is the subclass of relaxation music?	functional music	28	30	58	Ambient music	0.5	0.62	false
entertainment_song.csv	Ça ira	composer	Fabien Nataf	Q16034894	P86	Q16635493	What is the composer of Ça ira?	What is the composer of Ça ira?	Fabien Nataf	33	25	58	Georg Philipp Telemann	0	0.18	false
entertainment_music_genre.csv	dirty south	partially coincident with	Southern hip hop	Q8560269	P1382	Q1253172	What does dirty south partially coincide with?	What is the partially coincident with of dirty south?	Southern hip hop	23	35	58	Partially coincides with US Southern region	0.333333	0.35	false
health_disease.csv	trichilemmoma	subclass of	skin neoplasm	Q7840658	P279	Q18921119	What is trichilemmoma a subclass of?	What is the subclass of trichilemmoma?	skin neoplasm	26	32	58	Benign follicular neoplasm	0.5	0.6	false
business_brand.csv	Pink Pineapple	owned by	KSS	Q17591086	P127	Q3544337	Who owns Pink Pineapple?	What is the owned by of Pink Pineapple?	KSS	24	34	58	Vitamin Shred Inc	0	0.15	false
places_city.csv	Progreso	instance of	city	Q2000138	P31	Q62129985	What type of entity is Progreso?	What is the instance of Progreso?	city	52	6	58	Progreso is a coastal city	1	0.37	false
human_entrepreneur.csv	Louis Victor Robert Schwartzkopff	member of	Centralverband Deutscher Industrieller	Q98394	P463	Q1054114	What is Louis Victor Robert Schwartzkopff a member of?	What is the member of Louis Victor Robert Schwartzkopff?	Centralverband Deutscher Industrieller	41	18	59	Gustave Courbet	0	0.13	false
health_disease.csv	odontogenic cyst	subclass of	cyst of the jaws	Q7077950	P279	Q17085172	What is odontogenic cyst a subclass of?	What is the subclass of odontogenic cyst?	cyst of the jaws	37	22	59	Periapical cemental cyst	0.25	0.61	false
human_athlete.csv	Jim Bush	educated at	Fullerton Union High School	Q6193957	P69	Q5508304	What was Jim Bush educated at?	What was Jim Bush educated at?	Fullerton Union High School	38	21	59	Northgate High School	0.5	0.6	false
entertainment_music_genre.csv	Andean music	subclass of	Hispanic American music	Q492096	P279	Q107718539	What is Andean music a subclass of?	What is the subclass of Andean music?	Hispanic American music	41	18	59	Traditional Andean music refers to the music of And	0.333333	0.49	false
health_disease.csv	venous thromboembolism	subclass of	vein disorder	Q9397786	P279	Q7918687	What is venous thromboembolism a subclass of?	What is the subclass of venous thromboembolism?	vein disorder	31	28	59	Deep vein thrombosis (DVT) and	0.5	0.6	false
entertainment_song.csv	Blue Tango	follows	Tomorrow	Q3364750	P155	Q7820237	What came before Blue Tango?	What is the follows of Blue Tango?	Tomorrow	35	24	59	Quickstep	0	0.09	false
entertainment_music_genre.csv	sports music	subclass of	functional music	Q109656646	P279	Q26897135	What is sports music a subclass of?	What is the subclass of sports music?	functional music	29	30	59	Electronic dance music (EDM)	0.5	0.53	false
entertainment_music_genre.csv	banda music	subclass of	brass band music	Q2812726	P279	Q64140592	What is banda music a subclass of?	What is the subclass of banda music?	brass band music	34	25	59	Mexican music	0.333333	0.45	false
entertainment_song.csv	Malas Intenciones	followed by	Amor Sin Escalas	Q108862196	P156	Q108862128	What came after Malas Intenciones?	What is the followed by of Malas Intenciones?	Amor Sin Escalas	30	29	59	La La Tienda	0	0.39	false
technology_software.csv	critical care nursing simulation	instance of	medical simulation	Q115339624	P31	Q195818	What type of entity is critical care nursing simulation?	What is the instance of critical care nursing simulation?	medical simulation	34	26	60	High-fidelity simulation	0.5	0.52	false
places_landmark.csv	Gregorian Etruscan Museum	location	Belvedere Villa (Vatican)	Q1452738	P276	Q17354885	What is the location of Gregorian Etruscan Museum?	What is the location of Gregorian Etruscan Museum?	Belvedere Villa (Vatican)	37	23	60	Vatican City, Rome, Italy	0.333333	0.63	false
health_disease.csv	airway obstruction	subclass of	acute respiratory insufficiency	Q4330029	P279	Q21006662	What is airway obstruction a subclass of?	What is the subclass of airway obstruction?	acute respiratory insufficiency	32	28	60	Acute asthma	0.333333	0.68	false
entertainment_song.csv	Sta Tragoudia Pou Agapas	record label	Heaven Music	Q118175548	P264	Q5102092	What is the record label of Sta Tragoudia Pou Agapas?	What is the record label of Sta Tragoudia Pou Agapas?	Heaven Music	31	29	60	LofiSavvy	0	0.22	false

End of preview. Expand in Data Studio

Update (2026-10-23). This version refines the Wikidata metadata (entity IDs and the popularity scores derived from them) and the wording of some questions. Affected rows were replaced, keeping split sizes and proportions. Numbers in papers that used the earlier version may differ slightly; the previous version is available under the tag v1.0.

Models fine-tuned and unlearned on DUET are in the collection DUET: Anatomy of Unlearning.

DUET

Dual Unlearning Evaluation across Training stages is a benchmark dataset for studying how fact salience and model training stage jointly affect machine unlearning in LLMs.

Introduced in Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning (arxiv:2602.19612), published in Findings of ACL 2026 and presented at an ICLR 2026 workshop.

The dataset contains question-answer pairs built from Wikidata facts, annotated with entity popularity scores and organized into paired forget and retain splits across two domains: general (mixed relations) and city (facts about cities: country, capital, administrative region and similar).

Quick start

from datasets import load_dataset

ds = load_dataset("SwetieePawsss/DUET")

forget = ds["forget_rare_10"]           # 10% forget, rare facts
retain = ds["retain_intersection_80"]   # paired retain set

city_forget = ds["city_forget_popular_5"]
city_retain = ds["city_retain_intersection_90"]

fast_retain = ds["city_fast_retain_500"]  # lightweight retain for fast eval

forget = load_dataset("SwetieePawsss/DUET", split="forget_rare_10")   # a single split of the default config

extra = load_dataset("SwetieePawsss/DUET", "extra")                     # the splits added in v1.1
strict = extra["forget_popular_strict_170"]

v1 = load_dataset("SwetieePawsss/DUET", revision="v1.0")  # the previous version

Fields

Field	Type	Description
`question`	string	Natural-language question about the Wikidata fact
`question_v1`	string	The question as it was in v1.0. In the paraphrase splits it repeats `question`.
`answer`	string	Ground-truth answer (the same as `objectLabel`)
`subjectLabel`	string	Subject entity label
`objectLabel`	string	Object entity label
`relation`	string	English label of the Wikidata property, for example `place of birth` or `capital of`
`subject_qid`	string	Wikidata QID of the subject
`property_pid`	string	Wikidata PID of the relation
`object_qid`	string	Wikidata QID of the object
`pop_subject` / `pop_object`	float	popularity of the subject and object entity in Wikidata, computed as the number of Wikipedia sitelinks plus the number of external identifiers and statements of the item. pop_sum is their sum.
`pop_sum`	float	`pop_subject + pop_object`. The popularity signal used to cut rare and popular splits.
`best_gen_Llama_8b_Instract`	string	Best of 15 sampled Llama-3.1-8B-Instruct generations for the v1.0 question
`gen_recall_Llama_8b_Instract`	float	Token-level recall of that generation against the answer
`bert_sim_Llama_8b_Instract`	float	BERTScore similarity of that generation to the answer, rounded to 2 decimals. `filtered` keeps the facts above 0.6 before rounding, so some of its rows show 0.6.
`source_csv`	string	Source file of the fact (topic), for example `human_writer.csv` or `places_city.csv`
`answer_contains_subject`	bool	The subject label occurs in the answer (case-insensitive, whole words), for example "Sieniawa" and "Gmina Sieniawa"

All questions were checked for grammar.

Splits

The default config holds the splits used in the DUET paper. The extra config holds splits added in v1.1: strict forget sets and held-out neighbour sets.

full_ / filtered: the full corpus, and the subset of facts the reference model answers well, from which all forget and retain sets are drawn.
forget_{rare,popular}_{1,5,10} with retain_intersection_{98,90,80}: paired forget and retain sets at 1%, 5% and 10% of the filtered facts, with the rarest or most popular facts to forget and the rest to keep.
forget_{rare,popular}_500 with retain_intersection_500: fixed-size sets for faster experiments.
city_*: the same design on facts about cities, with fast retain sets of 500 and 1,500 facts.
paraphrases_city_forget_{rare,popular}_5: two rewordings per fact of city_forget_{rare,popular}_5, to test whether forgetting holds when the question is asked differently. In v1.1 they were written by Claude Haiku; v1.0 used Llama-3.3-70B-Instruct.
forget_{popular,rare}_strict_170 (extra): balanced sets for controlled popular-versus-rare comparisons. Each answer and each subject appears once, and the answer does not repeat the subject's name. Both sets have 170 facts. The earlier forget_*_350unique sets remain available under the tag v1.0.
holdout_{popular,rare}_object_neighbours (extra): facts that share an object with forget_*_500 but are in no forget set and in none of the fixed-size retain sets, with at most 20 facts per object. Use them to check how unlearning affects related knowledge about the same entity. They are part of retain_intersection_{98,90,80}, so to keep them held out, pair them with forget_*_500 and retain_intersection_500.

No forget split of level N (general or city, including the strict splits at N = 10) shares a row with retain_intersection_{100-2N} or city_retain_intersection_{100-2N}.

General domain

Split	Examples
`full_`	49,567
`filtered`	24,802
`forget_rare_1`	286
`forget_popular_1`	286
`retain_intersection_98`	24,088
`forget_rare_5`	1,431
`forget_popular_5`	1,431
`retain_intersection_90`	21,862
`forget_rare_10`	2,863
`forget_popular_10`	2,863
`retain_intersection_80`	18,931
`forget_rare_500`	500
`forget_popular_500`	500
`retain_intersection_500`	500
`forget_popular_strict_170`	170
`forget_rare_strict_170`	170
`holdout_popular_object_neighbours`	469
`holdout_rare_object_neighbours`	56

City domain

Split	Examples
`city_full`	8,317
`city_forget_rare_1`	96
`city_forget_popular_1`	96
`city_retain_intersection_98`	8,125
`city_forget_rare_5`	482
`city_forget_popular_5`	482
`city_retain_intersection_90`	7,331
`city_forget_rare_10`	965
`city_forget_popular_10`	965
`city_retain_intersection_80`	6,297
`city_fast_retain_500`	500
`city_fast_retain_1500`	1,500
`paraphrases_city_forget_rare_5`	964
`paraphrases_city_forget_popular_5`	964

triple_pop is not in DUET since v1.1. It held the number of Wikidata items sharing the fact's property and object, not a popularity bin. It is in DUET_LLM, described as such.

Notes

Popularity is measured in Wikidata as the number of sitelinks, external identifiers and statements of each entity, a measure of how well documented the entity is. Values for entities updated in v1.1 were retrieved in October 2026.
Entities are linked to Wikidata automatically through labels and statements.
answer_contains_subject marks facts whose answer includes the subject's name, for example a municipality named after its town. It lets you include or exclude such facts as needed.
The technical change log is in CHANGELOG.md.

Citation

@inproceedings{borisiuk-etal-2026-anatomy,
    title = "Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning",
    author = "Borisiuk, Anna  and
      Savchenko, Andrey  and
      Panchenko, Alexander  and
      Tutubalina, Elena",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-acl.1287/",
    doi = "10.18653/v1/2026.findings-acl.1287",
    pages = "25846--25859",
    ISBN = "979-8-89176-395-1",
}

License

MIT

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Models trained or fine-tuned on SwetieePawsss/DUET

Collection including SwetieePawsss/DUET

DUET: Anatomy of Unlearning

Collection

Models fine-tuned on DUET and unlearned with AdaPop. The Gemma-3 AdaPop model for popular facts is not included. • 13 items • Updated 7 days ago

Paper for SwetieePawsss/DUET

Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning

Paper • 2602.19612 • Published Feb 23