hotchpotch/wikipedia-multilingual-ir-related-lead-pairs huggingface dataset:
Hand embroidery machine
The hand embroidery machine is a manually operated embroidery machine. It was widely used in the Swiss embroidery industry during the late nineteenth and early twentieth centuries. It was also used in the lace industry near Plauen, Germany, and it played a role in the development of the embroidery industry centered in Hudson County, New Jersey during the early 20th century.

St. Gallen embroidery
St. Gallen embroidery, sometimes known as Swiss embroidery, is embroidery from the city and the region of St. Gallen, Switzerland. The region was once the largest and most important export area for embroidery. 
Around 1910, its embroidery production was the largest export branch of the Swiss economy with 18 percent of the overall export value. More than 50 percent of the world production came from St. Gallen. 
With the advent of the First World War, the demand for the luxury dropped suddenly and significantly and so a lot of people were unemployed, which resulted in the biggest economic crisis in the region. 
Today, the embroidery industry has somewhat recovered, but it will probably never again reach its former size. 
Nevertheless, the St. Galler Spitzen (as the embroidery is also called) are still very popular as a raw material for expensive haute couture creations in Paris and count among the most famous textiles in the world.
Pope-elect Stephen
Pope-elect Stephen (Latin: Stephanus; 7th or 8th century — 25 March 752), before 1961 previously known as Pope Stephen II, was a Roman cardinal-priest and presbyter selected on 22 March 752 to succeed Pope Zachary. Because he died before his episcopal consecration, Stephen is merely considered a pope-elect rather than a legitimate pope.

He is one of two "popes-elect" of the Catholic Church, the other being Pope-elect Celestine II.

Pope Zachary
Pope Zachary (Latin: Zacharias; 679 – March 752) was the bishop of Rome from 28 November 741 to his death in March 752. He was the last pope of the Byzantine Papacy. Zachary built the original church of Santa Maria sopra Minerva, forbade the traffic of slaves in Rome, negotiated peace with the Lombards, and sanctioned Pepin the Short's usurpation of the Frankish throne from Childeric III. Zachary is regarded as a capable administrator and a skillful and subtle diplomat in a dangerous time.
President of the Executive Council of the Irish Free State
The President of the Executive Council of the Irish Free State (Irish: Uachtarán ar Ard-Chomhairle Shaorstát Éireann) was the head of government or prime minister of the Irish Free State which existed from 1922 to 1937. He was the chairman of the Executive Council of the Irish Free State, the Free State's cabinet. The President was appointed by the Governor-General, upon the nomination of Dáil Éireann (the lower house of the Oireachtas of parliament) and had to enjoy the confidence of the Dáil to remain in office. The office was succeeded by that of Taoiseach, though subsequent Taoisigh are numbered from the first President of the Executive Council.

Dáil Éireann (Irish Free State)
Dáil Éireann (Irish: [ˌd̪ˠaːlʲ ˈeːɾʲən̪ˠ])  served as the directly elected lower house of the Oireachtas of the Irish Free State from 1922 to 1937. The Free State constitution described the role of the house as that of a "Chamber of Deputies". Until 1936 the Free State Oireachtas also included an upper house known as the Seanad. Like its modern successor, the Free State Dáil was, in any case, the dominant component of the legislature; it effectively had authority to enact almost any law it chose, and to appoint and dismiss the President of the Executive Council (prime minister). The Free State Dáil ceased to be with the creation of the modern 'Dáil Éireann' under the terms of the 1937 Constitution of Ireland. Both the Dáil and Seanad sat in Leinster House.
Filmore, New Orleans
Filmore is a neighborhood of the city of New Orleans.  A subdistrict of the Gentilly District Area, its boundaries as defined by the City Planning Commission are: * Allen Toussaint Boulevard to the north, London Avenue Canal to the east, Press Drive, Paris Avenue and Harrison Avenue to the south and Bayou St. John to the west.

Neighborhoods in New Orleans
The city planning commission for New Orleans divided the city into 13 planning districts and 73 distinct neighborhoods in 1980. Although initially in the study 68 neighborhoods were designated, and later increased by the City Planning Commission to 76 in October 2001 based in census data, most planners, neighborhood associations, researchers, and journalists have since widely adopted the 73 as the number and can even trace the number back to the early 1900s. 
While most of these assigned boundaries match with traditional local designations, some others differ from common traditional use. This is a result of the city planning commission's wish to divide the city into sections for governmental planning and zoning purposes without crossing United States census tract boundaries. While most of the listed names have been in common use by New Orleanians for generations, some designated names are rarely heard outside the planning commission's usage.
Yolŋu
The Yolŋu or Yolngu (IPA: [ˈjuːlŋʊ] or [ˈjuːŋuːl]) are an aggregation of Aboriginal Australian people inhabiting north-eastern Arnhem Land in the Northern Territory of Australia. Yolŋu means "person" in the Yolŋu languages. The terms Murngin, Wulamba, Yalnumata, Murrgin and Yulangor were formerly used by some anthropologists for the Yolŋu.

All Yolŋu clans are affiliated with either the Dhuwa (also spelt Dua) or the Yirritja moiety. Prominent Dhuwa clans include the Rirratjiŋu and Gälpu clans of the Dangu people, while the Gumatj clan is the most prominent in the Yirritja moiety.

Dangu people
The Dangu (Dhaŋu, Dhangu) are an Aboriginal Australian people of Arnhem Land, in the Northern Territory, one of many Yolŋu peoples. They are, according to Norman Tindale, to be carefully distinguished from the Djaŋu.

Two prominent clans of the Dangu are the Rirratjingu and Galpu clans.
Hickam Air Force Base
Hickam Air Force Base is a United States Air Force (USAF) installation, named in honor of aviation pioneer Lieutenant Colonel Horace Meek Hickam. The installation merged in 2010 with Naval Station Pearl Harbor to become part of the newly formed Joint Base Pearl Harbor–Hickam, on the island of Oʻahu in the State of Hawaiʻi. The base neighbors Daniel K. Inouye International Airport and currently shares runways with the airport for its activities and operations.

Daniel K. Inouye International Airport
Daniel K. Inouye International Airport (IATA: HNL, ICAO: PHNL, FAA LID: HNL), also known as Honolulu International Airport, is the primary airport serving the U.S. state of Hawaii. The airport is named after Honolulu native and Medal of Honor recipient Daniel Inouye (1924–2012), who represented Hawaii in the United States Senate from 1963 until his death in 2012. The airport is in the Honolulu census-designated place three miles (five kilometers) northwest of Honolulu's central business district. The airport covers 4,220 acres (1,710 hectares), more than 1% of Oahu's land.

Daniel K. Inouye Airport offers nonstop flights to many places in North America, Asia, and Oceania. The airport serves as the main hub of Hawaiian Airlines and is also a base for Aloha Air Cargo. The airport is included in the Federal Aviation Administration (FAA) National Plan of Integrated Airport Systems for 2017–2021, in which it is categorized as a large-hub primary commercial service facility.
New Frontier Party (Japan)
The New Frontier Party (新進党, Shinshintō; "New Progressive Party", NFP) was a big tent political party in Japan founded in December 1994. As a merger of several small parties, the party was ideologically diverse, with its membership ranging from moderate social democrats to liberals and conservatives. The party dissolved in December 1997, with Ichirō Ozawa's faction forming the Liberal Party and other splinters later joining the Democratic Party of Japan in April 1998.

Liberal Party (Japan, 1998)
The Liberal Party (自由党, Jiyū-tō) was a political party in Japan formed in 1998 by Ichirō Ozawa and Hirohisa Fujii. It is now defunct, having joined the Democratic Party of Japan in 2003.

The Liberal Party were part of the Japanese liberal parties genealogy, neoliberal and neoconservative.
William de Tracy
William de Tracy (died c. 1189) was a knight and the feudal baron of Bradninch, Devon, with caput at the manor of Bradninch near Exeter, and was lord of the manors (amongst very many others) of Toddington, Gloucestershire and of Moretonhampstead, Devon. He is notorious as one of the four knights who assassinated Thomas Becket, Archbishop of Canterbury, in December 1170.

Thomas Becket
Thomas Becket (/ˈbɛkɪt/ ⓘ), also known as Saint Thomas of Canterbury, Thomas of London and later Thomas à Becket (21 December 1119 or 1120 – 29 December 1170), was an English cleric and statesman who served as Lord Chancellor from 1155 to 1162, and then as Archbishop of Canterbury from 1162 until his death in 1170. He is known for his conflict with King Henry II over the rights and privileges of the Church and was murdered by followers of the king in Canterbury Cathedral. He was canonised by Pope Alexander III two years after his death. He is venerated as a saint and martyr by the Catholic Church and the Anglican Communion.
Liar Game
Liar Game (stylized in all caps) is a Japanese manga series written and illustrated by Shinobu Kaitani. It was serialized in Shueisha's seinen manga magazine Weekly Young Jump from February 2005 to January 2015. It was adapted into a Japanese television series in 2007, with a second season which ran from 2009 to 2010. It was also adapted into two live action films; Liar Game: The Final Stage in 2010 and Liar Game: Reborn in 2012. A South Korean television series adaptation aired in 2014. An anime television series adaptation produced by Madhouse is set to premiere in April 2026.

Liar Game: Season 2
Liar Game: Season 2 (ライアーゲーム　シーズン2) is the second season of the Japanese television drama series Liar Game, adapted from a popular manga, known as the Liar Game. In April 2009, a second season of the drama adaptation and a live action movie were announced. The second season began airing in November 2009 and concluded on January 19, 2010. The movie, known as the Liar Game: The Final Stage debuted on March 6, 2010.
Dorsal root of spinal nerve
The dorsal root of spinal nerve (or posterior root of spinal nerve or sensory root) is one of two "roots" which emerge from the spinal cord. It emerges directly from the spinal cord and travels to the dorsal root ganglion. Nerve fibres with the ventral root then combine to form a spinal nerve. The dorsal root transmits sensory information, forming the afferent sensory root of a spinal nerve.

Dorsal root ganglion
A dorsal root ganglion (or spinal ganglion; also known as a posterior root ganglion) is a cluster of neurons (a ganglion) in a dorsal root of a spinal nerve. The cell bodies of sensory neurons, known as first-order neurons, are located in the dorsal root ganglia.

The axons of dorsal root ganglion neurons are known as afferents. In the peripheral nervous system, afferents refer to the axons that relay sensory information into the central nervous system (i.e., the brain and the spinal cord).
Margarodidae
The Margarodidae (illegitimately as Margodidae) or ground pearls are a family of scale insects within the superfamily Coccoidea. Members of the family include the Polish cochineal and Armenian cochineal (genus Porphyrophora) and the original ground pearl genus, Margarodes. Beginning in 1880, a number of distinct subfamilies were recognized, with the giant coccids (the Monophlebidae) being the first. Although Maskell proposed a new family, many continued to regard the monophlebids as a mere subfamily for many years, and the Margarodidae classification continued to be polyphyletic through the 20th Century. Since then, taking the advice of Koteja several subfamilies and tribes have been elevated into their own families such as Matsucoccidae and Xylococcidae. The pared-down family of Margarodidae (Margarodidae sensu stricto or Margarodidae s. s.) is monophyletic.

Monophlebidae
Monophlebidae is a family of scale insects commonly known as the giant scales or monophlebids. They occur in most parts of the world but more genera are found in the tropics than elsewhere.

The cottony cushion scale, Icerya purchasi, is a serious commercial pest on many families of woody plants, including Citrus. It has spread worldwide from Australia.
Indian Police Service
The Indian Police Service (IPS) is a civil service under the All India Services. It replaced the Indian Imperial Police in 1948, a year after India became independent from the British Empire.

Along with the Indian Administrative Service (IAS) and the Indian Forest Service (IFS), the IPS is part of the All India Services – its officers are employed by both the Union Government and by individual states governments.

The service provides leadership to various state and central police forces, including the Central Armed Police Forces (BSF, SSB, CRPF, CISF, and ITBP), the National Security Guard (NSG), Narcotics Control Bureau (NCB), National Disaster Response Force (NDRF), Intelligence Bureau (IB), Research and Analysis Wing (R&AW), Special Protection Group (SPG), National Investigation Agency (NIA), and the Central Bureau of Investigation (CBI).

Central Reserve Police Force
The Central Reserve Police Force (CRPF) is a central armed police force in India, under the Ministry of Home Affairs. The CRPF assists states and Union Territories in maintaining law and order and internal security. It is composed of the Central Reserve Police Force (Regular) and Central Reserve Police Force (Auxiliary).

It was established on 27 July 1939 as Crown Representative's Police with the objective of providing security to the British Crown Representatives in India. The force was later renamed as the Central Reserve Police Force by an Act of Parliament in 1949. The CRPF played a major role in the Parliamentary elections of September 1999.

The Central Reserve Police Force (CRPF) is the largest central armed police force in India, comprising 247 battalions and exceeding a total strength of 301,376 personnel, as of 2019. CRPF officers are also deployed in United Nations missions.
21st Special Service Group
The 21st Special Service Group (Abbr.: 21 SSG, Malay: 21 Gerup Gerak Khas, Jawi: ٢١ ڬروڤ ڬرق خاص‎), also known as the 21st Special Forces Group, serves as the command for the Malaysian Army's special forces, the Gerak Khas. Since 1985, 21 SSG has also been considered the 21st combat brigade within the Malaysian Army, which is reflected in its designation. Operating independently under the Malaysian Army, the unit reports directly to the Chief of Army. The headquarters of the 21 SSG are located at Camp Sri Iskandar in Mersing, Johor.

On 10 May 2024, Major General Ahmad Shuhaimi Mat Wajab assumed command of the 21 SSG, succeeding Major General Mohd Adi Ridzwan.

Gerak Khas (Malaysian Army unit)
Gerak Khas (English: Special Forces, Jawi: ڬرق خاص‎), also spelled Gerakhas, is a Malaysian Army special forces unit that performs special operations missions such as direct action, unconventional warfare, sabotage, counter-terrorism, and intelligence gathering. Gerak Khas was founded in 1965 during the Indonesia-Malaysia conflict, and they gained worldwide fame and recognition after successfully pacifying the communist insurgency in Malaysia's jungles between 1968 and 1989.

The majority of Gerak Khas commandos are assigned to the 21st Special Service Group, but they are also attached to other units such as the 91st Intelligence Operations Group, Defence Special Operations Division, Special Warfare Training Centre and the Malaysian Army Ready Battalion (Malay: Batalion Siap Sedia Tentera Darat).
Janet Munro
Janet Munro (born Janet Neilson Horsburgh; 28 September 1934 – 6 December 1972) was a British actress. She won a Golden Globe Award for her performance in the film Darby O'Gill and the Little People (1959) and received a BAFTA Film Award nomination for her performance in the film Life for Ruth (1962).

Munro starred in three Disney films: Darby O'Gill and the Little People (1959), Third Man on the Mountain (1959), and Swiss Family Robinson (1960). Her other film credits were roles in The Trollenberg Terror (1958) and The Day the Earth Caught Fire (1961).

Munro married the actor Tony Wright, and then the actor Ian Hendry. She died of a heart attack at age 38. She was described as having "one of the most haunting, magical cinematic presences in the late 1950s and early 1960s… and one of the saddest personal stories."

Ian Hendry
Ian Mackendrick Hendry (13 January 1931 – 24 December 1984) was an English actor. He worked on several British TV series of the 1960s and 1970s, including the lead in the first series of The Avengers and The Lotus Eaters. He was nominated for two BAFTA Awards for his film work: Most Promising Newcomer to Leading Film Roles for Live Now, Pay Later (1962) and Best Actor in a Supporting Role for Get Carter (1971).

His other notable film appearances included The Hill (1965), Repulsion (also 1965), Doppelgänger (1969), Tales from The Crypt (1972), Theatre of Blood (1973), and The Passenger (1975). The latter part of his career was tempered by personal and financial issues, which led him to declare bankruptcy in 1978.
Blue and Brown Books
The Blue and Brown Books are two sets of notes taken during lectures conducted by Ludwig Wittgenstein from 1933 to 1935. They were mimeographed as two separate books, and a few copies were circulated in a restricted circle during Wittgenstein's lifetime. The lecture notes from 1933–1934 were bound in blue cloth, and the notes dictated in 1934–1935 were bound in brown. Rush Rhees published these together for the first time in 1958 as Preliminary Studies for the "Philosophical Investigations".

Inchoate versions of many of the ideas that would later be more fully explored in the Philosophical Investigations are found there, so these offer textual evidence for the genesis of what became known as Wittgenstein's later philosophy.

Philosophical Investigations
Philosophical Investigations (German: Philosophische Untersuchungen) is a work by the philosopher Ludwig Wittgenstein, published posthumously in 1953.

Philosophical Investigations is divided into two parts, consisting of what Wittgenstein calls, in the preface, Bemerkungen, translated by G. E. M. Anscombe as "remarks".

A survey among American university and college teachers ranked the Investigations as the most important book of 20th-century philosophy.
Multilayer perceptron
In deep learning, a multilayer perceptron (MLP) is a kind of modern feedforward neural network consisting of fully connected neurons with nonlinear activation functions, organized in layers, notable for being able to distinguish data that is not linearly separable.

Modern neural networks are trained using backpropagation and are colloquially referred to as "vanilla" networks. MLPs grew out of an effort to improve on single-layer perceptrons, which could only be applied to linearly separable data. A perceptron traditionally used a Heaviside step function as its nonlinear activation function. However, the backpropagation algorithm requires that modern MLPs use continuous activation functions such as sigmoid or ReLU.

Multilayer perceptrons form the basis of deep learning, and are applicable across a vast set of diverse domains.

Perceptron
In machine learning, the perceptron is an algorithm for supervised learning of binary classifiers.  A binary classifier is a function that can decide whether or not an input, represented by a vector of numbers, belongs to some specific class.  It is a type of linear classifier, i.e. a classification algorithm that makes its predictions based on a linear predictor function combining a set of weights with the feature vector.
Anthony Francis Lucas
Anthony Francis Lucas (born Antun Lučić; September 9, 1855 – September 2, 1921) was a Croatian-born American oil explorer. With Pattillo Higgins, he organized the drilling of an oil well near Beaumont, Texas, that became known as Spindletop. This led to the widespread exploitation of oil and the start of the Petroleum Age.

Pattillo Higgins
Pattillo Higgins (December 5, 1863 – June 5, 1955) was an American businessman and a self-taught geologist. He earned the nickname the "Prophet of Spindletop" for his endeavors in the Texas oil business, which accrued a fortune for many. He partnered to form the Gladys City Oil Gas and Manufacturing Company, and later established the Higgins Standard Oil Company.
John Kluge
John Werner Kluge (/ˈkluːɡi/; September 21, 1914 – September 7, 2010) was a German-American entrepreneur who became a television industry mogul in the United States. He was the founder and chairman of Metromedia. At one time he was the richest person in the U.S.

Metromedia
Metromedia, Inc. (also often MetroMedia) was an American media company that owned radio and television stations in the United States from 1956 to 1986 and controlled Orion Pictures from 1988 to 1997. Metromedia was established in 1956 after the DuMont Television Network ceased operations and its owned-and-operated stations were spun off into a separate company. Metromedia sold its television stations to News Corporation in 1985 (which News Corporation then used to form the nucleus of Fox Television Stations), and spun off its radio stations into a separate company in 1986. Metromedia then acquired ownership stakes in various film studios, including controlling ownership in Orion. In 1997, Metromedia closed down and sold its media assets to Metro-Goldwyn-Mayer.
Data element
In metadata, the term data element is an atomic unit of data that has precise meaning or precise semantics. 
Data elements usage can be discovered by inspection of software applications or application data files through a process of manual or automated Application Discovery and Understanding. Once data elements are discovered they can be registered in a metadata registry.
In the areas of databases and data systems more generally a data element is a concept forming part of a data model. As an element of data representation, a collection of data elements forms a data structure.

Metadata
Metadata (or metainformation) is data that defines and describes the characteristics of other data.  It often helps to describe, explain, locate, or otherwise make data easier to retrieve, use, or manage. For example, the title, author, and publication date of a book are metadata about the book. But, while a data asset is finite, its metadata is infinite.

As such, efforts to define, classify types, or structure metadata are expressed as examples in the context of its use. The term "metadata" has a history dating to the 1960s where it occurred in computer science and in popular culture. Different types of metadata serve different functions. For example, descriptive metadata for a document might include the author, creation date, file size and keywords.
2007–08 Swiss Challenge League
The 2007–08 Swiss Challenge League was the fifth season of the Swiss Challenge League, the second tier of the Swiss football league pyramid. It began on 20 July 2007 and ended on 12 May 2008. The champions of this season, FC Vaduz, earned promotion to the 2008–09 Super League. The runners-up AC Bellinzona won the promotion/relegation playoff against the 9th-placed team of the 2007–08 Super League, FC St. Gallen. The bottom four teams, SC Kriens, SR Delémont, FC Chiasso and SC Cham, were relegated to the 1. Liga.

2007–08 Swiss Super League
The 2007–08 Swiss Super League was the 111th season of top-tier football in Switzerland. The competition was officially named AXPO Super League due to sponsoring purposes. It began on 18 July 2007 and has ended on 10 May 2008.