hotchpotch/wikipedia-multilingual-ir-related-lead-pairs huggingface dataset:
Farah Khan
Farah Khan Kunder (née Khan; born 9 January 1965) is an Indian film director, choreographer, dancer, writer, producer, and actress who works primarily in Hindi cinema.

She has choreographed more than a hundred songs in over 80 films, and has won the National Film Award for Best Choreography along with seven Filmfare Awards.

Khan has also worked in Tamil cinema and international projects, including Monsoon Wedding (2001), Bombay Dreams (2002), Vanity Fair (2004), Marigold: An Adventure in India (2007), the Chinese film Perhaps Love (2005), and Kung Fu Yoga (2017). Her work has earned her nominations at the Tony Awards and the Golden Horse Awards.

As a film director, Khan made her debut with the commercially successful Main Hoon Na (2004), followed by Om Shanti Om (2007), both of which earned her nominations for the Filmfare Award for Best Director. She later directed Tees Maar Khan (2010) and the ensemble heist musical Happy New Year (2014).

Manish Malhotra
Manish Malhotra (born 5 December 1966) is an Indian fashion designer, couturier, costume stylist, entrepreneur, filmmaker, and revivalist based in Mumbai, India.

The founder of the eponymous label, Manish Malhotra, he sometimes took part in the narration and scripting to develop film costumes. Malhotra received the Priyadarshini Memorial Award for his contribution to the fashion industry and the Filmfare Award for Best Costume Design in 1996 for the film Rangeela (1995).

Manish Malhotra has launched two other new ventures – Manish Malhotra High Jewellery and a film production company called Stage5 Production. As of January 2025, his net worth is estimated to be US$300 million. Malhotra has walked the Met Gala red carpet in Manhattan twice: in 2024 and 2025.
Zingiberaceae
Zingiberaceae, the ginger family, is a family of flowering plants containing 58 genera and about 1600 described species distributed globally in the tropics and subtropics. They are aromatic perennial herbs with creeping rhizomes, sometimes tuberous. Basal leaf sheathing forms a pseudostem taller than their true stems which emerge unbranched. Flowers are typically zygomorphic (bilaterally symmetrical) and inflorescence is raceme. Fruit is typically a dry capsule and seeds are arillate.

Ancient fossils and phylogenetics indicate the Zingiberaceae evolved in Africa during the mid-Cretaceous period. The dispersal of these plants across Asia, the Americas, and Australia followed the expansion of tropical rain forest habitat soon after this period.

Pandanales
Pandanales, the pandans or screw-pines, is an order of flowering plants placed in the monocot clade in the Angiosperm Phylogeny Group and Angiosperm Phylogeny Web systems. Within the monocots Pandanales are grouped in the lilioid monocots where they are in a sister group relationship with the Dioscoreales. Historically the order has consisted of a number of different families in different systems but modern classification of the order is based primarily on molecular phylogenetics despite diverse morphology which previously placed many of the families in other groupings based on apparent similarity. Members of the order have a subtropical distribution and includes trees, shrubs, and vines as well as herbaceous plants. The order consists of 5 families, 36 genera and about 1,610 species.
Alan McManus
Alan McManus (born 21 January 1971) is a Scottish retired professional snooker player, and a current commentator and pundit for ITV, BBC and TNT on snooker coverage. A mainstay of the world's top sixteen during the 1990s and 2000s, he has won two ranking events, the 1994 Dubai Classic and the 1996 Thailand Open, and competed in the World Championship semi-finals in 1992, 1993 and 2016. He also won the 1994 Masters, ending Stephen Hendry's five-year, 23-match unbeaten streak at the tournament with a 9–8 victory in the final. McManus announced his retirement on 9 April 2021 after losing 6–3 to Bai Langning in the second qualifying round of the 2021 World Snooker Championship.

1993 World Snooker Championship
The 1993 World Snooker Championship (also referred to as the 1993 Embassy World Snooker Championship for the purposes of sponsorship) was a professional ranking snooker tournament that took place between 17 April and 3 May 1993 at the Crucible Theatre in Sheffield, England.

Stephen Hendry won his third World Championship title by defeating Jimmy White 18–5 in the final with a session to spare. The tournament was sponsored by cigarette manufacturer Embassy.
Middlebury College
Middlebury College is a private liberal arts college in Middlebury, Vermont, United States. Founded in 1800 by Congregationalists, Middlebury was the first operating college or university in Vermont.

In the fall of 2024, the college enrolled 2,760 undergraduates from all 50 states and 74 countries and offers 45 majors in the arts and humanities as well as joint engineering programs. In addition to its undergraduate liberal arts program, the school also has graduate schools, the Middlebury College Language Schools, the Bread Loaf School of English, and the Middlebury Institute of International Studies at Monterey, as well as its C.V. Starr-Middlebury Schools Abroad international programs. Middlebury's 31 varsity teams are the Middlebury Panthers and compete in the NCAA Division III's New England Small College Athletic Conference.

Saint Michael's College
Saint Michael's College (St. Mikes) is a private Catholic college in Colchester, Vermont, United States. Founded in 1904 by the Society of Saint Edmund, it grants Bachelor of Arts and Bachelor of Science degrees in more than 40 majors to about 1,200 undergraduate students. Housing availability is guaranteed for all four years, and 92% of students live on campus.
Dana White
Dana Frederick White Jr. (born July 28, 1969) is an American businessman who is the CEO and president of the Ultimate Fighting Championship (UFC), a global mixed martial arts organization. In 2025, White's net worth was estimated at over $600 million by Forbes. Outside the UFC, he is the owner of Power Slap, a slap fighting promotion he founded in 2022. Meta Platforms elected White to its board of directors in 2025.

Art Davie
Art Davie (born April 5, 1947) is a business executive and entrepreneur formerly active in Southern California advertising circles. In 1993, he created and co-produced the tournament which became the televised Ultimate Fighting Championship. In 1998, Davie, as vice-president of K-1 USA, brought the successful K-1 kickboxing franchise from Japan to Las Vegas and North American pay-per-view television. In 2003, Davie was an executive producer with Mandalay Sports Entertainment. In 2006, he became vice-president of television at Paradigm Entertainment Group. In 2014, Ascend Books published Davie's book, Is This Legal?: The Inside Story of the First UFC from the Man Who Created It. Sean Wheelock assisted in the book's research and writing.

In November 2014, Davie was inducted into the Legends of MMA Hall of Fame, alongside Big John McCarthy, Pat Miletich, Fedor Emelianenko, and Rickson Gracie. On 5 July 2018, he was inducted into the UFC Hall of Fame in the Contributors wing.
Sioux City Bandits
The Sioux City Bandits are a professional indoor football team based in Sioux City, Iowa, and compete as a member of National Arena League (NAL). The team was founded in 1999 as the Sioux City Attack. In 2001, the team assumed their current name of the Bandits. The Bandits play their home games at the Tyson Events Center.

Wichita Wild
The Wichita Wild were a professional indoor football team based in Wichita, Kansas. They were members of the Champions Professional Indoor Football League (CPIFL). The team was founded in 2006 as an independent indoor football franchise. In 2008, the team joined United Indoor Football (UIF). They joined the Indoor Football League (IFL) during the UIF and Intense Football League merger of 2009. In 2012, the team left the IFL to become charter members of the CPIFL. The Wild's home games were played at Hartman Arena in nearby Park City. When they lost their lease with the Hartman Arena, they folded..
Makiivka
Makiivka (Ukrainian: Макіївка, IPA: [mɐˈkijiu̯kɐ] ⓘ, Russian: Макеевка, romanized: Makeyevka), formerly Dmytriivsk (Ukrainian: Дмитріївськ) until 1931, is an industrial city in Donetsk Oblast, eastern Ukraine, located 15 kilometers (9.3 mi) east from Donetsk. The two cities are practically a conurbation. It has a population of 338,968 (2022 estimate). It hosts the administration of Makiivka urban hromada.

Makiivka is a metallurgical and coal-mining centre of the Donets Basin, with heavy industry and coking plants supporting the local steel and coal industries. The city was captured by pro-Russian separatists in 2014 at the start of the war in Donbas and is currently occupied by Russia.

Zaporizhzhia
Zaporizhzhia, formerly known as Aleksandrovsk or Oleksandrivsk until 1921, is a city in southeast Ukraine, situated on the banks of the Dnieper River. It is the administrative centre of Zaporizhzhia Oblast. Zaporizhzhia has a population of 710,052 (2022 estimate).

Zaporizhzhia is known for the historic island of Khortytsia, multiple power stations and for being an important industrial centre. Steel, aluminium, aircraft engines, automobiles, transformers for substations, and other heavy industrial goods are produced in the region.
Mikhail Chigorin
Mikhail Ivanovich Chigorin (also Tchigorin; Russian: Михаи́л Ива́нович Чиго́рин; 12 November [O.S. 31 October] 1850 – 25 January [O.S. 12 January] 1908) was a Russian chess player. He played two World Championship matches against Wilhelm Steinitz, losing both times. The last great player of the Romantic chess style, he also served as a major source of inspiration for the "Soviet chess school", which dominated the chess world in the middle and latter parts of the 20th century.

Kiev 1903 chess tournament
The 3rd All-Russian Masters' Tournament took place in the rooms of the Kiev Chess Society in the Popov Building at No. 29 Kreshchatyk in Kiev on September 1–26, 1903. The Society used the rooms of the Kiev Bicycle Association which had its premises on the second floor of the aforementioned building on the corner of the Kreshchatyk & Lutheran (#29 Kreshchatyk) right next door to the Warsaw Café.

A Polish nobleman, count A.F. Plater, the president of the Kiev Chess Society (Kievskoye Shakhmatnoye Obshchestvo) was the tournament patron,
Loxting and Vengerov were tournament officials.

The results and standings:
Nuba peoples
The Nuba people are indigenous inhabitants of southern Sudan. The Nuba are made up of 50 various indigenous ethnic groups who inhabit the Nuba Mountains of South Kordofan state in Sudan, encompassing multiple distinct people that speak different languages which belong to at least two unrelated language families. Estimates of the Nuba population vary widely; the Sudanese government estimated that they numbered 2.07 million in 2003.

The term Nuba should not be confused with the Nubians, an unrelated ethnic group speaking the Nubian languages living in northern Sudan and southern Egypt, although the Hill Nubians, who live in the Nuba Mountains, are also considered part of the Nubian people.

Sudanese Arabs
Sudanese Arabs (Arabic: عرب سودانيون, romanized: ʿarab sūdāniyyūn) are the inhabitants of Sudan who identify as Arabs and speak Arabic as their mother tongue. 
Sudanese Arabs make up 70% of the population of Sudan; however, prior to the independence of South Sudan in 2011, Sudanese Arabs made up 40% of the population. They are Sunni Muslims and speak Sudanese Arabic.
Sculptor Group
The Sculptor Group is a loose group of galaxies visible near the south galactic pole.  The group is one of the closest groups of galaxies to the Local Group; the distance to the center of the group from the Milky Way is approximately 3.9 Mpc (12.7 Mly).

The Sculptor Galaxy (NGC 253) and a few other galaxies form a gravitationally-bound core in the center of this group.  A few other galaxies at the periphery may be associated with the group but may not be gravitationally bound.  Because most of the galaxies in this group are actually weakly gravitationally bound, the group may also be described as a filament. It is considered to be at an early stage of evolution in which galaxies are still falling into the group along filamentary structures.

Sculptor (constellation)
Sculptor is a faint constellation in the southern sky. It represents a sculptor. It was introduced by Nicolas Louis de Lacaille in the 18th century. He originally named it Apparatus Sculptoris (the sculptor's studio), but the name was later shortened.
Sorbus
Sorbus is a genus of over 100 species of trees and shrubs in the rose family, Rosaceae. Species of Sorbus (s.str.) are commonly known as rowan or mountain-ash. The genus used to include species commonly known as whitebeam, chequer tree and service tree that are now classified in other genera (see below). The genus Sorbus, as currently circumscribed, includes only the pinnate leaved species of former subgenus Sorbus.

Sorbus is not closely related to the true ash trees which belong to the genus Fraxinus, although the leaves are superficially similar.

Corylus avellana
Corylus avellana, the common hazel, is a species of flowering plant in the birch family Betulaceae. The shrubs usually grow 3–8 metres (10–26 feet) tall. The nut is round, in contrast to the longer filbert nut. Common hazel is native to Europe and Western Asia.

The species is mainly cultivated for its nuts. The name 'hazelnut' applies to the nuts of any species in the genus Corylus, but in commercial contexts usually describes C. avellana. This hazelnut or cob nut, the kernel of the seed, is edible and used raw, roasted, or ground into a paste. Historically, the shrub was an important component of the hedgerows used as field boundaries in lowland England. The wood was grown as coppice, with the poles used for wattle-and-daub building and agricultural fencing.
Vijay Bahuguna
Vijay Bahuguna (born 28 February 1947) is an Indian politician who served as the 6th Chief Minister of Uttarakhand. He is the eldest son of Hemwati Nandan Bahuguna, an independence activist and politician, and also a former Chief Minister of Uttar Pradesh. Vijay Bahuguna was a member of the 14th and 15th Lok Sabhas of India. He represented the Tehri Garhwal constituency of Uttarakhand and is a member of the Bharatiya Janata Party.

Bahuguna was sworn in as the Chief Minister of Uttarakhand on 13 March 2012. Bahuguna resigned from his CM post on 31 January 2014.

His youngest son Saurabh Bahuguna has taken forward his legacy and has won from Sitarganj ( Udham Singh Nagar), Uttarakhand Legislative Assembly. Saurabh Bahuguna from BJP won with 50597 votes.

2012 Uttarakhand Legislative Assembly election
The 2012 Uttarakhand Legislative Assembly election were the 3rd Vidhan Sabha (Legislative Assembly) election of the state of Uttarakhand in India. Elections were held on 30 January 2012 when Indian National Congress emerged as the largest party with 32 seats in the 70-seat legislature and formed the government with the help of Progressive Democratic Front alliance (Bahujan Samaj Party, Uttarakhand Kranti Dal (P) and Independents). The Bharatiya Janata Party with 31 seats served as the official opposition.
Azhdarchoidea
Azhdarchoidea (/æʒdɑːrˈkɔɪdɪːə/, meaning "azhdarchid-like forms") is a group of pterosaurs within the suborder Pterodactyloidea.  Pterosaurs belonging to this group lived throughout the Early and Late Cretaceous periods, with one tentative member, Tendaguripterus, that lived in the Late Jurassic period.  Remains of this group have been found in the Americas, Africa, and Eurasia, suggesting that they probably had a global distribution.

Azhdarchoids are generally distinguished from other pterodactyloids by their relatively low arm-to-leg-length ratio, suggesting that they were more proficient in moving on the ground than pterosaurs like Pteranodon or Anhanguera (which had very long arms relative to the length of their legs).  This has led some researchers to suggest that many azhdarchoids, such as the azhdarchids and dsungaripterids, may have been primarily terrestrial, while retaining the ability to fly when necessary.

Pteranodontia
Pteranodontia is an extinct group of ornithocheiroid pterodactyloid pterosaurs. It lived during the Late Cretaceous (Turonian to Maastrichtian stages) of North America, South America, Europe and Africa. They were some of the most advanced pterosaurs, and possessed highly specialized cranial crests that may have served as sexual attraction, with males having a much larger crest.
Broadcast delay
In radio and television, broadcast delay is an intentional delay when broadcasting live material, technically referred to as a deferred live. Such a delay may be to prevent mistakes or unacceptable content from being broadcast. Longer delays lasting several hours can also be introduced so that the material is aired at a later scheduled time (such as the prime time hours, or in a different time zone) to maximize viewership. Tape delays lasting several hours can also be edited down to remove filler material or to trim a broadcast to the network's desired run time for a broadcast slot, but this is not always the case.

Mike Bailey (wrestler)
Émile Charles Baillargeon-Laberge (born July 16, 1990), better known by his ring name "Speedball" Mike Bailey, is a Canadian professional wrestler. He is signed to All Elite Wrestling (AEW), where he is one-half of JetSpeed with Kevin Knight. They are two-thirds of the current AEW World Trios Champions with "Hangman" Adam Page in their first reign as Jet Set Rodeo. He is also known for his tenure in Total Nonstop Action Wrestling (TNA), where he is a former three-time TNA X Division Champion. He also previous performed in partner promotion New Japan Pro-Wrestling (NJPW).

He is a former two time IWS World Heavyweight Champion and a former two-time KO-D Tag Team Champion. Bailey was also the winner of Combat Zone Wrestling's 2015 Best of the Best, DDT Pro-Wrestling's 2016 DNA Grand Prix, Revolution Pro Wrestling's 2021 British J-Cup and Pro Wrestling Guerrilla's 2023 Battle of Los Angeles tournaments.
Shah
Shāh (/ʃɑː/; Persian: شاه [ˈʃaːɦ] ⓘ) is a royal title meaning 'king' in Persian. Though chiefly associated with the monarchs of Iran, it was also used to refer to the leaders of numerous Persianate societies, such as the Ottoman Empire, the Khanate of Bukhara and the Emirate of Bukhara, the Mughal Empire, the Bengal Sultanate, and various Afghan dynasties, as well as among Gurkhas. With regard to Iranian history, in particular, each ruling monarch was not seen simply as the head of the concurrent dynasty and state, but as the successor to a long line of royalty beginning with the original Persian Empire of Cyrus the Great. To this end, he was more emphatically known as the Shāhanshāh (شاهنشاه, šāhanšāh, 'king of kings' [ˌʃaːhanˈʃaːɦ]), since the Achaemenid dynasty. A roughly equivalent title is Pādishāh (پادشاه, pādišāh, pādšāh, 'master king'), which was most widespread during the Muslim period in the Indian subcontinent.

Karabakh
Karabakh (Azerbaijani: Qarabağ [ɡɑɾɑˈbɑɣ]; Armenian: Ղարաբաղ, romanized: Ġarabaġ [ʁɑɾɑˈbɑʁ]) is a geographic region in southwestern Azerbaijan and eastern Armenia, extending from the highlands of the Lesser Caucasus down to the lowlands between the rivers Kura and Aras. It is divided into three regions: Highland Karabakh, Lowland Karabakh (the steppes between the Kura and Aras rivers), and the eastern slopes of the Zangezur Mountains (roughly Syunik and Kalbajar–Lachin).
2023 Diamond League
The 2023 Diamond League was the 14th season of the annual series of outdoor track and field meetings, organised by World Athletics. The number of Diamond Discipline events is 32, and the series ended with a single final at the Prefontaine Classic, the first time the Diamond League finals were hosted in the United States. Each meeting hosted a number of Diamond Discipline events according to allocation, most of which were broadcast in a two-hour TV window.

2025 Diamond League
The 2025 Diamond League was the sixteenth season of the annual series of outdoor track and field meetings, organised by World Athletics. The competition was a revision to the top level athletics series since Diamond League foundation in 2010. The number of Diamond Discipline events was 32. Each meeting hosted a number of Diamond Discipline events and some of these events would not be broadcast. Events losing Diamond Discipline status would feature on the World Athletics Continental Tour, the second tier of track and field meetings.

Starting in 2025, each meeting nominated 4 events (2 male and 2 female) to be Diamond+ Disciplines, these events will have increased levels of prize money; this will mean at regular meetings a doubling of the 1st place prize from $10,000 to $20,000 and at the Diamond League Finals an increase to $50,000.

The series concluded with the Diamond League Finals in Zürich, on the 27th and 28th August 2025.
Gamilaraay
The Gamilaroi, also known as Gomeroi, Kamilaroi, Kamillaroi, Gomilaroy and other variations, are an Aboriginal Australian people whose lands extend from New South Wales to southern Queensland. They form one of the four largest Indigenous nations in Australia.

Wayilwan
The Wayilwan (also rendered Weilwan or Wailwan; also known as Ngiyambaa Wayilwan and Ngemba Wayilwan) are an Aboriginal Australian people of the state of New South Wales. They are a clan of the Ngiyambaa (nee-yam-bar) nation.
Beylerbey
Beylerbey (Ottoman Turkish: بكلربكی, romanized: beylerbeyi, lit. 'bey of beys', meaning the 'commander of commanders' or 'lord of lords’, sometimes rendered governor-general) was a high rank in the western Islamic world in the late Middle Ages and early modern period, from the Anatolian Seljuks and the Ilkhanids to Safavid Iran and the Ottoman Empire. Initially designating a commander-in-chief, it eventually came to be held by senior provincial governors. In Ottoman usage, where the rank survived the longest, it designated the governors-general of some of the largest and most important provinces, although in later centuries it became devalued into a mere honorific title. The title is originally Turkic and its equivalents in Arabic were amir al-umara, and in Persian, mir-i miran.

Erivan province (Safavid Iran)
The Erivan province (Persian: ولایت ایروان, romanized: Velāyat-e Iravān), also known as Chokhur-e Sa'd (چخور سعد), was a province of Safavid Iran, centered on the territory of the present-day Armenia. Erivan (Yerevan) was the provincial capital and the seat of the Safavid governors.

At the end of the Safavid period, it had the following administrative jurisdictions; Bayazid, Maghazberd (now near Üçbölük village of Arpaçay district), Maku, Nakhchivan, Sadarak, Shadidlu, Zaruzbil, and the tribal district of the Donbolis.

The provinces of Erivan and Karabakh were the two administrative territories that made up Iranian Armenia.
Çorlu
Çorlu (Turkish: [ˈtʃoɾɫu] ⓘ) is a municipality and district of Tekirdağ Province, northwestern Turkey. Its area is 531 km2, and its population is 300,296 (2024). It is a rapidly growing industrial center built on flatland located on the motorway Otoyol 3 and off the highway D.100 between Istanbul and Turkey's border with Greece and Bulgaria. The nearest airport is Tekirdağ Çorlu Atatürk Airport (TEQ).

Çatalca
Çatalca (Turkish pronunciation: [tʃaˈtaɫdʒa]) is a municipality and district of Istanbul Province, Turkey. Its area is 1142 km2, making it the largest district in Istanbul Province by area. Its population is 77,468 (2022). It is in East Thrace, on the ridge between the Marmara and the Black Sea. Most people living in Çatalca are  farmers or owners of vacation homes. Many families from Istanbul come to Çatalca for weekend hiking or picnics.