journalist
author
media contributor
lifestyle advice
work-life balance
feminism
television appearances
nonfiction writing
personal branding
health and wellness
career coaching
public speaking

feminist activism
health and fitness
career development
digital media
public relations

```json
{
  "label": "Media and Lifestyle Experts",
  "summary": "This cluster centers on individuals who are prominent in media, journalism, and lifestyle advice, often contributing to major publications, writing books, and appearing on television and radio. These figures frequently address topics such as personal development, work-life balance, feminism, and health.",
  "keywords": [
    "journalist",
    "author",
    "media contributor",
    "lifestyle advice",
    "work-life balance",
    "feminism",
    "television appearances",
    "nonfiction writing",
    "personal branding",
    "health and wellness",
    "career coaching",
    "public speaking"
  ],
  "neighboring_domains": [
    "feminist activism",
    "health and fitness",
    "career development",
    "digital media",
    "public relations"
  ],
  "ambiguity_note": "While the cluster is centered on media and lifestyle experts, some individuals also engage in activism or business ventures, creating a slight overlap with adjacent domains."
}
```


Summary: This cluster contains biographical information about American politicians who have served or are currently serving in state legislatures or the U.S. Congress. The passages describe their political careers, personal backgrounds, and some details about their families and professional lives.

American politicians
state legislators
U.S. Congress
political careers
biographical information
political parties
political representatives
political districts
political elections
political leadership
political affiliations
political service

Political biography
American political history
State government
Election campaigns
Political leadership

While the cluster centers on politicians, there is some variation in the level of detail provided and the specific roles or offices described.


dinosaur anatomy
skeletal structure
skull morphology
dental characteristics
taxonomic classification
archosauriforms
theropod paleopathology
vertebral anatomy
premaxilla
cervical vertebrae
evolutionary relationships
fossil comparisons

paleontology
vertebrate evolution
reptile taxonomy
dinosaur paleobiology
fossil analysis

```json
{
  "label": "Prehistoric Animal Anatomy and Taxonomy",
  "summary": "This cluster focuses on the anatomical features and taxonomic classification of various prehistoric animals, particularly dinosaurs and related reptiles. It includes descriptions of skeletal structures, skull morphology, dental characteristics, and comparisons with other species to determine evolutionary relationships.",
  "keywords": [
    "dinosaur anatomy",
    "skeletal structure",
    "skull morphology",
    "dental characteristics",
    "taxonomic classification",
    "archosauriforms",
    "theropod paleopathology",
    "vertebral anatomy",
    "premaxilla",
    "cervical vertebrae",
    "evolutionary relationships",
    "fossil comparisons"
  ],
  "neighboring_domains": [
    "paleontology",
    "vertebrate evolution",
    "reptile taxonomy",
    "dinosaur paleobiology",
    "fossil analysis"
  ],
  "ambiguity_note": "While the cluster centers on prehistoric animal anatomy and taxonomy, some passages overlap with broader topics like evolutionary biology and comparative anatomy, introducing some thematic variation."
}
```


vitamins
antibiotics
pharmaceuticals
biochemistry
drug discovery
hormones
medical research
chemical synthesis
pharmacology
enzyme research
nutritional science
antimicrobial agents

Medical Science
Chemistry
Pharmacology
Nutrition
Microbiology

```json
{
  "label": "Biochemistry and Pharmaceutical Discoveries",
  "summary": "This cluster centers on notable scientists and their contributions to biochemistry and pharmaceutical research, particularly in the discovery and development of vitamins, antibiotics, hormones, and other medically significant compounds. It includes breakthroughs in drug synthesis, therapeutic applications, and foundational research in chemical and biological processes.",
  "keywords": [
    "vitamins",
    "antibiotics",
    "pharmaceuticals",
    "biochemistry",
    "drug discovery",
    "hormones",
    "medical research",
    "chemical synthesis",
    "pharmacology",
    "enzyme research",
    "nutritional science",
    "antimicrobial agents"
  ],
  "neighboring_domains": [
    "Medical Science",
    "Chemistry",
    "Pharmacology",
    "Nutrition",
    "Microbiology"
  ],
  "ambiguity_note": "While the cluster is centered on biochemistry and pharmaceuticals, some passages touch on broader medical or chemical topics, leading to slight thematic overlap with adjacent fields."
}
```


confectionery
dairy drinks
soft drinks
brand acquisitions
food manufacturers
nutritional beverages
chocolate-coated treats
market share
flavor variations
brand history
food industry
nutritional products

consumer goods
food production
brand marketing
nutritional science
retail food products

```json
{
  "label": "Food and Beverage Brands",
  "summary": "This cluster centers on food and beverage brands, particularly confectionery, dairy-based drinks, and soft drinks, with a focus on their historical development, market presence, and manufacturer acquisitions.",
  "keywords": [
    "confectionery",
    "dairy drinks",
    "soft drinks",
    "brand acquisitions",
    "food manufacturers",
    "nutritional beverages",
    "chocolate-coated treats",
    "market share",
    "flavor variations",
    "brand history",
    "food industry",
    "nutritional products"
  ],
  "neighboring_domains": [
    "consumer goods",
    "food production",
    "brand marketing",
    "nutritional science",
    "retail food products"
  ],
  "ambiguity_note": "While the cluster is centered on food and beverage brands, some entries overlap with broader topics like corporate acquisitions and regional product availability, introducing some thematic variation."
}
```


Brazilian politics
Dilma Rousseff
impeachment
political parties
Workers' Party
Brazilian Socialist Party
military regime
political figures
Folha de S.Paulo
corruption in Brazil
Brazilian Labour Renewal Party
political history

Latin American politics
Political movements
Journalism and media in Brazil
Historical political events
Political corruption

```json
{
  "label": "Brazilian Politics and Political Figures",
  "summary": "This cluster centers on Brazilian political history, political parties, and prominent political figures, including their roles in major events such as the impeachment of Dilma Rousseff, the military regime, and the evolution of the country's democratic system.",
  "keywords": [
    "Brazilian politics",
    "Dilma Rousseff",
    "impeachment",
    "political parties",
    "Workers' Party",
    "Brazilian Socialist Party",
    "military regime",
    "political figures",
    "Folha de S.Paulo",
    "corruption in Brazil",
    "Brazilian Labour Renewal Party",
    "political history"
  ],
  "neighboring_domains": [
    "Latin American politics",
    "Political movements",
    "Journalism and media in Brazil",
    "Historical political events",
    "Political corruption"
  ],
  "ambiguity_note": "While the cluster is centered on Brazilian politics, some passages touch on related domains like journalism or historical events, creating a degree of overlap with adjacent topics."
}
```


fantasy novels
heroic quests
magical elements
political intrigue
character relationships
dragon battles
ancient prophecies
sorcery and magic
epic battles
familial conflicts
quest for power
mythical creatures

medieval fantasy
heroic fiction
sword and sorcery
epic literature
mythology and folklore

```json
{
  "label": "Fantasy Epic Adventures",
  "summary": "This cluster consists of passages from various fantasy novels and sagas, focusing on epic adventures, heroic quests, and complex character relationships in high-fantasy settings. The stories often involve magical elements, political intrigue, and battles between good and evil, with protagonists undertaking dangerous journeys and facing moral dilemmas.",
  "keywords": [
    "fantasy novels",
    "heroic quests",
    "magical elements",
    "political intrigue",
    "character relationships",
    "dragon battles",
    "ancient prophecies",
    "sorcery and magic",
    "epic battles",
    "familial conflicts",
    "quest for power",
    "mythical creatures"
  ],
  "neighboring_domains": [
    "medieval fantasy",
    "heroic fiction",
    "sword and sorcery",
    "epic literature",
    "mythology and folklore"
  ],
  "ambiguity_note": "While the cluster centers on fantasy adventures, some passages touch on overlapping themes such as political intrigue, romance, and moral conflict, which may blur the boundaries with other narrative genres."
}
```


Baseball Hall of Fame
Veterans Committee
BBWAA voting
Hall of Fame inductees
Negro Leagues
Baseball writers
Election process
Historical inductees
Baseball executives
Closed sessions
Major league players
Hall of Fame balloting

Sports history
Baseball awards and honors
Historical sports figures
Media and sports journalism
Organizational governance in sports

```json
{
  "label": "Baseball Hall of Fame Elections",
  "summary": "This cluster focuses on the historical process and outcomes of Baseball Hall of Fame elections, particularly the roles of the Baseball Writers' Association of America (BBWAA) and the Veterans Committee in selecting inductees from different eras, including major league players, executives, managers, and figures from the Negro Leagues.",
  "keywords": [
    "Baseball Hall of Fame",
    "Veterans Committee",
    "BBWAA voting",
    "Hall of Fame inductees",
    "Negro Leagues",
    "Baseball writers",
    "Election process",
    "Historical inductees",
    "Baseball executives",
    "Closed sessions",
    "Major league players",
    "Hall of Fame balloting"
  ],
  "neighboring_domains": [
    "Sports history",
    "Baseball awards and honors",
    "Historical sports figures",
    "Media and sports journalism",
    "Organizational governance in sports"
  ],
  "ambiguity_note": "While the cluster centers on Hall of Fame elections, some variation exists in the specific roles and procedures described across different years and committees."
}
```


Greece
villages
Chalkidiki
Boeotia
Thessaly
ancient cities
regional units
municipal reform
historical sites
geographical features
local communities
archaeological sites

Ancient Greek history
Greek geography
Mediterranean archaeology
European regional studies
Cultural heritage

```json
{
  "label": "Greek Villages and Regions",
  "summary": "This cluster focuses on various villages, regions, and historical sites in Greece, particularly in areas such as Chalkidiki, Boeotia, and Thessaly. It includes descriptions of their geographical features, historical significance, and local communities.",
  "keywords": ["Greece", "villages", "Chalkidiki", "Boeotia", "Thessaly", "ancient cities", "regional units", "municipal reform", "historical sites", "geographical features", "local communities", "archaeological sites"],
  "neighboring_domains": ["Ancient Greek history", "Greek geography", "Mediterranean archaeology", "European regional studies", "Cultural heritage"],
  "ambiguity_note": "While the cluster centers on Greek villages and regions, some entries overlap with broader topics like archaeology and historical settlements, creating a mix of local and historical content."
}
```


Ottoman Empire
Tanzimat reforms
Ottoman military
Millet system
Nationalism in the Ottoman Empire
Ottoman–Venetian Wars
Armenian Genocide
Ottoman decline
Ottoman Pashas
Ottoman–Egyptian conflicts
Ottoman interregnum
Ottoman–Balkan relations

European history
Middle Eastern history
Military history
Ethnic and religious minorities
Nationalism and independence movements

```json
{
  "label": "Ottoman Empire History",
  "summary": "This cluster focuses on the historical events, political figures, and administrative structures of the Ottoman Empire, including its decline, military conflicts, and interactions with various ethnic and religious groups within and beyond its borders.",
  "keywords": [
    "Ottoman Empire",
    "Tanzimat reforms",
    "Ottoman military",
    "Millet system",
    "Nationalism in the Ottoman Empire",
    "Ottoman–Venetian Wars",
    "Armenian Genocide",
    "Ottoman decline",
    "Ottoman Pashas",
    "Ottoman–Egyptian conflicts",
    "Ottoman interregnum",
    "Ottoman–Balkan relations"
  ],
  "neighboring_domains": [
    "European history",
    "Middle Eastern history",
    "Military history",
    "Ethnic and religious minorities",
    "Nationalism and independence movements"
  ],
  "ambiguity_note": "While the cluster centers on the Ottoman Empire, some passages touch on related regions and conflicts, creating a degree of overlap with broader European and Middle Eastern historical themes."
}
```


touchdown
rushing yards
receiving yards
NFL player
career milestone
game performance
season highlights
special teams
career start
offensive contribution
statistical achievement
team performance

American football statistics
sports biographies
professional sports performance
athletic career milestones
team game summaries

```json
{
  "label": "NFL Player Performance",
  "summary": "This cluster contains passages about the performance of various NFL players, focusing on their touchdowns, rushing and receiving yards, career milestones, and standout games. The content highlights individual achievements and contributions in specific games and seasons.",
  "keywords": ["touchdown", "rushing yards", "receiving yards", "NFL player", "career milestone", "game performance", "season highlights", "special teams", "career start", "offensive contribution", "statistical achievement", "team performance"],
  "neighboring_domains": ["American football statistics", "sports biographies", "professional sports performance", "athletic career milestones", "team game summaries"],
  "ambiguity_note": "While the cluster centers on NFL player performance, some passages include mixed content such as special teams contributions and career transitions, which may blur the focus slightly."
}
```


thrash metal
death metal
album releases
band history
alternative metal
music tours
record labels
live performances
metal subgenres
album reissues
influential tracks
heavy metal

Music Industry History
Rock Music Subgenres
Music Production and Releases
Live Music Events
Cultural Impact of Music

```json
{
  "label": "Heavy Metal Music Albums",
  "summary": "This cluster centers on descriptions of albums and bands within the heavy metal and related subgenres, including thrash metal, death metal, and alternative metal. It includes details about album releases, band histories, musical influences, and tour activities.",
  "keywords": [
    "thrash metal",
    "death metal",
    "album releases",
    "band history",
    "alternative metal",
    "music tours",
    "record labels",
    "live performances",
    "metal subgenres",
    "album reissues",
    "influential tracks",
    "heavy metal"
  ],
  "neighboring_domains": [
    "Music Industry History",
    "Rock Music Subgenres",
    "Music Production and Releases",
    "Live Music Events",
    "Cultural Impact of Music"
  ],
  "ambiguity_note": "While the cluster is centered on heavy metal music, some entries touch on related genres or include broader musical elements, introducing slight thematic variation."
}
```


genetically modified crops
agribusiness
food security
USDA subsidies
biotechnology in agriculture
organic farming
farm policy
herbicide-resistant crops
Bt corn
agricultural communication
food sovereignty
crop yield

Environmental Policy
Food Industry Economics
Sustainable Agriculture
Corporate Agriculture
Public Health and Nutrition

```json
{
  "label": "Agricultural Practices and Biotechnology",
  "summary": "This cluster centers on modern agricultural practices, including the use of genetically modified crops, agribusiness operations, and related policy and economic considerations. It explores the impact of biotechnology on farming, food security, and environmental concerns, as well as the role of large corporations and government subsidies in shaping agricultural systems.",
  "keywords": [
    "genetically modified crops",
    "agribusiness",
    "food security",
    "USDA subsidies",
    "biotechnology in agriculture",
    "organic farming",
    "farm policy",
    "herbicide-resistant crops",
    "Bt corn",
    "agricultural communication",
    "food sovereignty",
    "crop yield"
  ],
  "neighboring_domains": [
    "Environmental Policy",
    "Food Industry Economics",
    "Sustainable Agriculture",
    "Corporate Agriculture",
    "Public Health and Nutrition"
  ],
  "ambiguity_note": "The cluster includes a mix of topics related to both the technological and policy aspects of agriculture, with some overlap into food justice and environmental concerns, making the boundaries somewhat fluid."
}
```


Ancient Greek art
pottery
sculpture
museums
archaeology
Myceanean civilization
Attic vases
xoanon
Parthenon pediments
funerary vases
Etruscan influences
Greek mythology

Classical archaeology
Mediterranean history
Art history
Cultural heritage
Museum studies

```json
{
  "label": "Ancient Greek Art and Archaeology",
  "summary": "This cluster centers on ancient Greek art and archaeological artifacts, including pottery, sculpture, and museum collections. It covers various artistic styles, such as black-figure and red-figure pottery, and highlights significant archaeological sites and museums in Greece and related regions.",
  "keywords": [
    "Ancient Greek art",
    "pottery",
    "sculpture",
    "museums",
    "archaeology",
    "Myceanean civilization",
    "Attic vases",
    "xoanon",
    "Parthenon pediments",
    "funerary vases",
    "Etruscan influences",
    "Greek mythology"
  ],
  "neighboring_domains": [
    "Classical archaeology",
    "Mediterranean history",
    "Art history",
    "Cultural heritage",
    "Museum studies"
  ],
  "ambiguity_note": "While the cluster is largely focused on ancient Greek art and archaeology, some passages touch on related regions and periods, such as Etruscan influences and Roman copies, which may introduce some thematic overlap."
}
```


Philippine provinces
municipal descriptions
geographical features
local economy
barangays
regional boundaries
transportation infrastructure
cultural practices
agricultural activities
coastal areas
urban development
administrative regions

Philippine geography
local governance
regional economics
tourism in the Philippines
transportation networks

```json
{
  "label": "Philippine Municipal and Regional Descriptions",
  "summary": "This cluster contains descriptions of various municipalities, provinces, and regions in the Philippines, focusing on their geographical features, political subdivisions, economic activities, and cultural characteristics.",
  "keywords": [
    "Philippine provinces",
    "municipal descriptions",
    "geographical features",
    "local economy",
    "barangays",
    "regional boundaries",
    "transportation infrastructure",
    "cultural practices",
    "agricultural activities",
    "coastal areas",
    "urban development",
    "administrative regions"
  ],
  "neighboring_domains": [
    "Philippine geography",
    "local governance",
    "regional economics",
    "tourism in the Philippines",
    "transportation networks"
  ],
  "ambiguity_note": "While the cluster centers on Philippine municipal and regional descriptions, some entries overlap with topics like economic development and cultural festivals, introducing slight thematic variation."
}
```


firearms
ammunition
cartridges
rifle technology
pistol design
ballistics
military weapons
recoil management
shooting sports
intermediate cartridges
semi-automatic rifles
weapon performance

military technology
law enforcement equipment
hunting and sport shooting
firearm manufacturing
ballistics research

```json
{
  "label": "Firearms and Ammunition Technology",
  "summary": "This cluster focuses on firearms and ammunition, including rifle and pistol designs, cartridge specifications, and military and civilian applications. It covers technical aspects such as ballistics, recoil management, and weapon performance, as well as specialized uses in combat, training, and shooting sports.",
  "keywords": [
    "firearms",
    "ammunition",
    "cartridges",
    "rifle technology",
    "pistol design",
    "ballistics",
    "military weapons",
    "recoil management",
    "shooting sports",
    "intermediate cartridges",
    "semi-automatic rifles",
    "weapon performance"
  ],
  "neighboring_domains": [
    "military technology",
    "law enforcement equipment",
    "hunting and sport shooting",
    "firearm manufacturing",
    "ballistics research"
  ],
  "ambiguity_note": "While the cluster centers on firearms and ammunition, some passages touch on related domains like training systems and shooting competitions, introducing a degree of thematic overlap."
}
```


dog breeds
dog shows
breeding history
Kennel Club
field trials
Irish Wolfhound
Setter
Cavalier King Charles Spaniel
Border Collie
English Mastiff
Cocker Spaniel
show judging

animal husbandry
equestrian history
British aristocracy and leisure
art and animal portraiture
agricultural exhibitions

```json
{
  "label": "Dog Breeds and Show History",
  "summary": "This cluster focuses on the history, development, and exhibition of various dog breeds, particularly in the UK, including their breeding, show competitions, and notable individuals involved in the dog fancy.",
  "keywords": [
    "dog breeds",
    "dog shows",
    "breeding history",
    "Kennel Club",
    "field trials",
    "Irish Wolfhound",
    "Setter",
    "Cavalier King Charles Spaniel",
    "Border Collie",
    "English Mastiff",
    "Cocker Spaniel",
    "show judging"
  ],
  "neighboring_domains": [
    "animal husbandry",
    "equestrian history",
    "British aristocracy and leisure",
    "art and animal portraiture",
    "agricultural exhibitions"
  ],
  "ambiguity_note": "While the cluster centers on dog breeds and show history, some passages touch on related areas like horse breeding or art, introducing a degree of thematic overlap."
}
```


evolutionary theory
natural selection
Mendelian genetics
modern synthesis
neo-Lamarckism
orthogenesis
population genetics
heredity
species formation
genetic inheritance
Darwinism
biological evolution

Biology
Genetics
Paleontology
Philosophy of Science
Developmental Biology

```json
{
  "label": "Evolutionary Theory and Genetics",
  "summary": "This cluster centers on the historical development and theoretical foundations of evolutionary biology, including the integration of natural selection, genetics, and various competing theories such as neo-Lamarckism and orthogenesis. It highlights key figures and milestones in the unification of evolutionary and genetic principles.",
  "keywords": [
    "evolutionary theory",
    "natural selection",
    "Mendelian genetics",
    "modern synthesis",
    "neo-Lamarckism",
    "orthogenesis",
    "population genetics",
    "heredity",
    "species formation",
    "genetic inheritance",
    "Darwinism",
    "biological evolution"
  ],
  "neighboring_domains": [
    "Biology",
    "Genetics",
    "Paleontology",
    "Philosophy of Science",
    "Developmental Biology"
  ],
  "ambiguity_note": "The cluster includes some overlap with broader biological and historical topics, and a few passages touch on related but less central themes such as invertebrate paleontology and molecular biology."
}
```


literary awards
book prizes
children's literature
fiction authors
publishing houses
novelists
book nominations
literary recognition
international authors
book translations
literary magazines
novel themes

Children's Literature
Publishing Industry
International Literature
Book Reviews and Criticism
Cultural History

```json
{
  "label": "Literary Awards and Authors",
  "summary": "This cluster centers on literary awards, notable authors, and their works, including children's literature, fiction, and nonfiction. It highlights award-winning books, publishing houses, and the recognition of writers across various genres and regions.",
  "keywords": [
    "literary awards",
    "book prizes",
    "children's literature",
    "fiction authors",
    "publishing houses",
    "novelists",
    "book nominations",
    "literary recognition",
    "international authors",
    "book translations",
    "literary magazines",
    "novel themes"
  ],
  "neighboring_domains": [
    "Children's Literature",
    "Publishing Industry",
    "International Literature",
    "Book Reviews and Criticism",
    "Cultural History"
  ],
  "ambiguity_note": "The cluster includes a mix of award categories, genres, and regions, which may blur the boundaries between children's and adult literature, as well as between fiction and nonfiction."
}
```


football players
South American football
national teams
professional clubs
coaching careers
CONMEBOL
La Liga
midfielders
defenders
international tournaments
career highlights
managerial roles

European football history
Latin American sports culture
football coaching strategies
international sports competitions

```json
{
  "label": "South American Footballers and Coaches",
  "summary": "This cluster focuses on retired South American football players and coaches, primarily from Argentina, Ecuador, Paraguay, and Spain, detailing their professional careers, club affiliations, national team appearances, and managerial roles.",
  "keywords": [
    "football players",
    "South American football",
    "national teams",
    "professional clubs",
    "coaching careers",
    "CONMEBOL",
    "La Liga",
    "midfielders",
    "defenders",
    "international tournaments",
    "career highlights",
    "managerial roles"
  ],
  "neighboring_domains": [
    "European football history",
    "Latin American sports culture",
    "football coaching strategies",
    "international sports competitions"
  ],
  "ambiguity_note": "While the cluster centers on South American footballers and coaches, some entries include Spanish players, indicating a blend of regional and international football contexts."
}
```


football league
Apertura season
Clausura season
Primera División
Categoría Primera A
Torneo Descentralizado
promotion and relegation
playoffs
CONCACAF Champions League
Copa Libertadores
team standings
round-robin format

sports tournament formats
international football competitions
national sports leagues
sports team management
Latin American sports

```json
{
  "label": "Football League Seasons",
  "summary": "This cluster contains information about various football (soccer) league seasons across multiple countries, focusing on tournament formats, team participation, promotion and relegation rules, and qualification for international competitions like the Copa Libertadores and Copa Sudamericana.",
  "keywords": [
    "football league",
    "Apertura season",
    "Clausura season",
    "Primera División",
    "Categoría Primera A",
    "Torneo Descentralizado",
    "promotion and relegation",
    "playoffs",
    "CONCACAF Champions League",
    "Copa Libertadores",
    "team standings",
    "round-robin format"
  ],
  "neighboring_domains": [
    "sports tournament formats",
    "international football competitions",
    "national sports leagues",
    "sports team management",
    "Latin American sports"
  ],
  "ambiguity_note": "While the cluster centers on football league seasons, there is some variation in regional formats and terminology, which may cause minor overlap with broader sports management or international football topics."
}
```


Roman Empire
Roman Republic
senator
consul
military officer
imperial family
political career
governor
praetorian prefect
dynastic politics
Roman aristocracy
historical figures

Ancient Roman History
Imperial Politics
Military History
Roman Genealogy
Classical Biographies

```json
{
  "label": "Roman Political and Military Figures",
  "summary": "This cluster consists of biographical passages about prominent Roman senators, military officers, and political figures from various periods of the Roman Republic and Empire. The individuals described often held high-ranking positions such as consul, governor, or praetorian prefect, and many were connected to imperial families or played roles in significant political events.",
  "keywords": [
    "Roman Empire",
    "Roman Republic",
    "senator",
    "consul",
    "military officer",
    "imperial family",
    "political career",
    "governor",
    "praetorian prefect",
    "dynastic politics",
    "Roman aristocracy",
    "historical figures"
  ],
  "neighboring_domains": [
    "Ancient Roman History",
    "Imperial Politics",
    "Military History",
    "Roman Genealogy",
    "Classical Biographies"
  ],
  "ambiguity_note": "While the cluster centers on Roman political and military figures, some passages include detailed genealogical information or overlap with broader themes of imperial intrigue and aristocratic lineage."
}
```


International Baccalaureate
IB Diploma Programme
IGCSE
expatriate education
global curriculum
multilingual education
English instruction
international schools
secondary education
language acquisition
global student population
accredited education

International education systems
Secondary school curricula
Multilingual education
Global student mobility
Educational accreditation

```json
{
  "label": "International Baccalaureate Schools",
  "summary": "This cluster centers on international schools that implement the International Baccalaureate (IB) curriculum, offering programs for students from early childhood through high school. These institutions typically serve a diverse, expatriate student population and provide globally recognized qualifications such as the IB Diploma, IGCSE, and A-Levels, often alongside language and cultural enrichment programs.",
  "keywords": [
    "International Baccalaureate",
    "IB Diploma Programme",
    "IGCSE",
    "expatriate education",
    "global curriculum",
    "multilingual education",
    "English instruction",
    "international schools",
    "secondary education",
    "language acquisition",
    "global student population",
    "accredited education"
  ],
  "neighboring_domains": [
    "International education systems",
    "Secondary school curricula",
    "Multilingual education",
    "Global student mobility",
    "Educational accreditation"
  ],
  "ambiguity_note": "While the cluster is centered on IB schools, some passages mention alternative curricula like the English National Curriculum or Advanced Placement, indicating some variation in educational focus across institutions."
}
```


antiquarian publications
historical manuscripts
English legal texts
bibliographers
Saxon history
book catalogues
typographical antiquities
stationers' records
historical libraries
early English printing
manuscript collections
historical editors

English legal history
book and print history
medieval studies
bibliography and library science
historical linguistics

```json
{
  "label": "Historical Antiquarian Publications",
  "summary": "This cluster centers on historical figures and works related to the collection, publication, and preservation of antiquarian and historical texts, particularly in England. It includes individuals involved in editing, compiling, and printing historical documents, legal texts, and literary works, often with a focus on Saxon, medieval, and early modern periods.",
  "keywords": [
    "antiquarian publications",
    "historical manuscripts",
    "English legal texts",
    "bibliographers",
    "Saxon history",
    "book catalogues",
    "typographical antiquities",
    "stationers' records",
    "historical libraries",
    "early English printing",
    "manuscript collections",
    "historical editors"
  ],
  "neighboring_domains": [
    "English legal history",
    "book and print history",
    "medieval studies",
    "bibliography and library science",
    "historical linguistics"
  ],
  "ambiguity_note": "While the cluster is centered on historical and antiquarian publishing, some entries touch on broader literary or biographical themes, creating a degree of overlap with adjacent domains."
}
```


environmental advocacy
campaign finance reform
land preservation
public health
political ethics
community rights
open space protection
foreclosure prevention
homelessness solutions
government accountability
zoning laws
pollution control

public policy
urban planning
social justice
environmental law
political corruption

```json
{
  "label": "Political and Environmental Advocacy",
  "summary": "This cluster centers on political figures, advocacy groups, and legislative efforts focused on environmental protection, public health, campaign finance reform, and community rights. It includes actions related to land preservation, pollution control, housing, and ethical governance, often involving legal challenges and public policy initiatives.",
  "keywords": [
    "environmental advocacy",
    "campaign finance reform",
    "land preservation",
    "public health",
    "political ethics",
    "community rights",
    "open space protection",
    "foreclosure prevention",
    "homelessness solutions",
    "government accountability",
    "zoning laws",
    "pollution control"
  ],
  "neighboring_domains": [
    "public policy",
    "urban planning",
    "social justice",
    "environmental law",
    "political corruption"
  ],
  "ambiguity_note": "While the cluster is centered on political and environmental advocacy, some passages touch on unrelated topics such as tourism and travel, introducing a degree of thematic variation."
}
```


railroads
Northeastern U.S.
railway history
trackage rights
railway mergers
New York rail lines
Connecticut railroads
railway junctions
railway operations
railway infrastructure
regional rail networks
railway consolidation

transportation history
railway engineering
regional economic development
infrastructure planning
corporate mergers and acquisitions

```json
{
  "label": "Northeastern U.S. Railroads",
  "summary": "This cluster focuses on historical and operational details of various railroad lines and companies in the northeastern United States, particularly in New York, New Jersey, and Connecticut. It includes descriptions of rail lines, mergers, trackage rights, and the development of regional rail networks.",
  "keywords": [
    "railroads",
    "Northeastern U.S.",
    "railway history",
    "trackage rights",
    "railway mergers",
    "New York rail lines",
    "Connecticut railroads",
    "railway junctions",
    "railway operations",
    "railway infrastructure",
    "regional rail networks",
    "railway consolidation"
  ],
  "neighboring_domains": [
    "transportation history",
    "railway engineering",
    "regional economic development",
    "infrastructure planning",
    "corporate mergers and acquisitions"
  ],
  "ambiguity_note": "While the cluster centers on railroads in the Northeastern U.S., some passages touch on related infrastructure like canals and ferries, introducing a degree of thematic overlap with broader transportation systems."
}
```


romantic relationships
betrayal
reconciliation
emotional conflict
character drama
affairs
family tensions
personal growth
domestic disputes
dramatic events
infidelity
emotional blackmail

domestic life
television drama
emotional psychology
family dynamics
social relationships

```json
{
  "label": "Drama and Personal Relationships",
  "summary": "This cluster centers on complex interpersonal relationships, emotional conflicts, and dramatic events in fictional character narratives, often involving romantic entanglements, betrayals, reconciliations, and personal growth.",
  "keywords": [
    "romantic relationships",
    "betrayal",
    "reconciliation",
    "emotional conflict",
    "character drama",
    "affairs",
    "family tensions",
    "personal growth",
    "domestic disputes",
    "dramatic events",
    "infidelity",
    "emotional blackmail"
  ],
  "neighboring_domains": [
    "domestic life",
    "television drama",
    "emotional psychology",
    "family dynamics",
    "social relationships"
  ],
  "ambiguity_note": "While the cluster is centered on interpersonal drama, some passages include elements of crime, health issues, and social settings, which may blur the boundaries with adjacent domains."
}
```


military air force
fighter aircraft
operational history
air combat
aviation equipment
international military cooperation
air force modernization
military aircraft procurement
air defense
combat missions
air force squadrons
military aviation history

military history
aerospace engineering
international relations
military technology
aviation logistics

```json
{
  "label": "Military Air Forces and Fighter Aircraft",
  "summary": "This cluster focuses on the operational histories, equipment, and development of military air forces and fighter aircraft across various countries, including their roles in conflicts, modernization efforts, and international cooperation.",
  "keywords": [
    "military air force",
    "fighter aircraft",
    "operational history",
    "air combat",
    "aviation equipment",
    "international military cooperation",
    "air force modernization",
    "military aircraft procurement",
    "air defense",
    "combat missions",
    "air force squadrons",
    "military aviation history"
  ],
  "neighboring_domains": [
    "military history",
    "aerospace engineering",
    "international relations",
    "military technology",
    "aviation logistics"
  ],
  "ambiguity_note": "While the cluster centers on military air forces and fighter aircraft, some passages touch on broader military or political contexts, introducing slight thematic variation."
}
```


court trials
human rights violations
political imprisonment
legal appeals
international condemnation
torture allegations
false confessions
media freedom
death penalty
unfair sentencing
activist prosecution
judicial due process

Political repression
Journalism and press freedom
International law and human rights
Terrorism and counterterrorism
Criminal justice systems

```json
{
  "label": "Legal Trials and Human Rights Cases",
  "summary": "This cluster centers on legal trials and human rights-related cases involving individuals accused or convicted of various offenses, often under politically or socially contentious circumstances. The passages frequently describe court proceedings, sentencing, appeals, and international reactions to perceived injustices or violations of due process.",
  "keywords": [
    "court trials",
    "human rights violations",
    "political imprisonment",
    "legal appeals",
    "international condemnation",
    "torture allegations",
    "false confessions",
    "media freedom",
    "death penalty",
    "unfair sentencing",
    "activist prosecution",
    "judicial due process"
  ],
  "neighboring_domains": [
    "Political repression",
    "Journalism and press freedom",
    "International law and human rights",
    "Terrorism and counterterrorism",
    "Criminal justice systems"
  ],
  "ambiguity_note": "While the cluster is centered on legal and human rights cases, some passages touch on terrorism or political violence, creating a degree of thematic overlap and ambiguity."
}
```


Royal Air Force
World War II
air squadrons
military aviation
aircraft types
combat operations
reconnaissance
convoy protection
air defense
squadron disbandment
reformation
military history

military history
aviation technology
allied military operations
Royal Australian Air Force
Royal New Zealand Air Force

```json
{
  "label": "Royal Air Force Squadrons in World War II",
  "summary": "This cluster focuses on the history and operations of various Royal Air Force (RAF) and allied air force squadrons during World War II, including their formation, disbandment, reformation, aircraft types, and roles in combat, reconnaissance, and support missions.",
  "keywords": [
    "Royal Air Force",
    "World War II",
    "air squadrons",
    "military aviation",
    "aircraft types",
    "combat operations",
    "reconnaissance",
    "convoy protection",
    "air defense",
    "squadron disbandment",
    "reformation",
    "military history"
  ],
  "neighboring_domains": [
    "military history",
    "aviation technology",
    "allied military operations",
    "Royal Australian Air Force",
    "Royal New Zealand Air Force"
  ],
  "ambiguity_note": "While the cluster centers on RAF squadrons in World War II, some entries include post-war activities or squadrons from allied air forces, introducing some thematic variation."
}
```


Australian colonial history
European exploration
Aboriginal contact
convict transportation
whaling stations
explorers and navigators
settlement establishment
coastal mapping
early European voyages
Aboriginal cultural significance
pastoral development
historical landmarks

Indigenous Australian history
Maritime exploration
Colonial trade and industry
Australian geography
Convict system in Australia

```json
{
  "label": "Australian Colonial Exploration and Settlement",
  "summary": "This cluster focuses on the early European exploration and settlement of various regions in Australia, including interactions with Indigenous peoples, the establishment of whaling and pastoral stations, and the role of key explorers and convicts in shaping colonial history.",
  "keywords": [
    "Australian colonial history",
    "European exploration",
    "Aboriginal contact",
    "convict transportation",
    "whaling stations",
    "explorers and navigators",
    "settlement establishment",
    "coastal mapping",
    "early European voyages",
    "Aboriginal cultural significance",
    "pastoral development",
    "historical landmarks"
  ],
  "neighboring_domains": [
    "Indigenous Australian history",
    "Maritime exploration",
    "Colonial trade and industry",
    "Australian geography",
    "Convict system in Australia"
  ],
  "ambiguity_note": "While the cluster centers on colonial exploration and settlement, some passages touch on broader themes like missionary work and natural history, introducing a degree of thematic overlap."
}
```


military police
counter-terrorism
riot control
hostage rescue
special operations
paramilitary units
tactical police
force protection
bomb disposal
VIP protection
search and rescue
law enforcement

National security
Military special forces
Public safety and emergency response
Gendarmerie and border control
Intelligence and counter-intelligence

```json
{
  "label": "Specialized Law Enforcement and Military Police",
  "summary": "This cluster focuses on specialized units within law enforcement and military police, including counter-terrorism, riot control, hostage rescue, and high-risk operations. These units often combine tactical training, paramilitary capabilities, and advanced equipment to perform critical security and defense functions.",
  "keywords": [
    "military police",
    "counter-terrorism",
    "riot control",
    "hostage rescue",
    "special operations",
    "paramilitary units",
    "tactical police",
    "force protection",
    "bomb disposal",
    "VIP protection",
    "search and rescue",
    "law enforcement"
  ],
  "neighboring_domains": [
    "National security",
    "Military special forces",
    "Public safety and emergency response",
    "Gendarmerie and border control",
    "Intelligence and counter-intelligence"
  ],
  "ambiguity_note": "While the cluster centers on specialized law enforcement and military police, some passages touch on broader military or civilian police roles, creating some overlap with adjacent domains."
}
```


Hungarian Cultural and Political Figures

Summary: This cluster centers on notable Hungarian individuals who contributed to the country's cultural, political, and intellectual life, including writers, politicians, artists, and scholars. Many of these figures were active during the late 19th and early 20th centuries, often with connections to historical Hungarian regions that are now part of other countries.

Hungarian literature
Hungarian politics
cultural figures
historical Hungary
ethnic Hungarian communities
Austro-Hungarian Empire
Hungarian Enlightenment
national identity
historical architecture
Hungarian language reform
political reformers
multicultural heritage

Central European history
Hungarian nationalism
Austro-Hungarian cultural movements
Slovak and Romanian cultural history
European Enlightenment

While the cluster is centered on Hungarian cultural and political figures, some entries overlap with broader Central European or regional historical themes, and a few individuals have mixed ethnic or national backgrounds.


Anglican bishops
Church of England
ordination
clergy roles
diocesan appointments
theological education
cathedral positions
suffragan bishops
assistant bishops
ecclesiastical careers
religious biographies
Anglican clergy

Christian theology
British religious history
ecclesiastical administration
Anglican church structure
biographical encyclopedias

```json
{
  "label": "Anglican Bishops and Clergy",
  "summary": "This cluster contains biographical information about Anglican bishops and clergy in the Church of England, detailing their educational backgrounds, ordination, ecclesiastical roles, and career trajectories within the church hierarchy.",
  "keywords": [
    "Anglican bishops",
    "Church of England",
    "ordination",
    "clergy roles",
    "diocesan appointments",
    "theological education",
    "cathedral positions",
    "suffragan bishops",
    "assistant bishops",
    "ecclesiastical careers",
    "religious biographies",
    "Anglican clergy"
  ],
  "neighboring_domains": [
    "Christian theology",
    "British religious history",
    "ecclesiastical administration",
    "Anglican church structure",
    "biographical encyclopedias"
  ],
  "ambiguity_note": "While the cluster centers on Anglican clergy and bishops, some entries include overlapping roles such as chaplains, rectors, and cathedral canons, which may blur the boundaries with broader ecclesiastical or educational domains."
}
```


metalworking
welding
heat treatment
soldering
annealing
tempering
quenching
electroplating
casting
flux
strengthening mechanisms
metal alloys

Materials Science
Manufacturing Engineering
Industrial Metallurgy
Ceramics and Surface Coatings
Jewelry and Artisan Metalwork

```json
{
  "label": "Metal Processing and Treatment",
  "summary": "This cluster focuses on various techniques and processes used in the working, strengthening, and finishing of metals, including welding, heat treatment, soldering, casting, and surface treatments like electroplating. It emphasizes the manipulation of metal properties through thermal, mechanical, and chemical methods.",
  "keywords": [
    "metalworking",
    "welding",
    "heat treatment",
    "soldering",
    "annealing",
    "tempering",
    "quenching",
    "electroplating",
    "casting",
    "flux",
    "strengthening mechanisms",
    "metal alloys"
  ],
  "neighboring_domains": [
    "Materials Science",
    "Manufacturing Engineering",
    "Industrial Metallurgy",
    "Ceramics and Surface Coatings",
    "Jewelry and Artisan Metalwork"
  ],
  "ambiguity_note": "While the cluster centers on metal processing, some passages touch on related areas like soldering in jewelry or corrosion prevention, which may overlap with broader domains such as materials science or industrial design."
}
```


public transportation
bus rapid transit
commuter services
paratransit programs
wheelchair accessibility
fare systems
transit fleet
city transit authorities
door-to-door service
BRT systems
transit routes
regional transit

urban infrastructure
transportation policy
public services
mobility for disabled individuals
city planning

```json
{
  "label": "Public Bus and Rapid Transit Systems",
  "summary": "This cluster focuses on public transportation systems, particularly bus and rapid transit services, across various cities and regions. It includes descriptions of fleet types, fare structures, accessibility features, and specialized programs for seniors and disabled individuals.",
  "keywords": [
    "public transportation",
    "bus rapid transit",
    "commuter services",
    "paratransit programs",
    "wheelchair accessibility",
    "fare systems",
    "transit fleet",
    "city transit authorities",
    "door-to-door service",
    "BRT systems",
    "transit routes",
    "regional transit"
  ],
  "neighboring_domains": [
    "urban infrastructure",
    "transportation policy",
    "public services",
    "mobility for disabled individuals",
    "city planning"
  ],
  "ambiguity_note": "While the cluster centers on public bus and rapid transit systems, some variation exists in the specific services and technologies described, such as trolleys, paratransit, and fare systems, which may overlap with broader transportation domains."
}
```


Nazi Germany
Holocaust
Adolf Hitler
anti-Semitism
Joseph Goebbels
German resistance
historical debates
racial policies
Wehrmacht
propaganda
genocide
historiography

World War II history
European fascism
Jewish history
political ideology
military history

```json
{
  "label": "Nazi Germany and the Holocaust",
  "summary": "This cluster centers on the political, ideological, and historical aspects of Nazi Germany, with a particular focus on the Holocaust, anti-Semitism, and the roles of key figures and institutions in implementing and justifying these policies.",
  "keywords": [
    "Nazi Germany",
    "Holocaust",
    "Adolf Hitler",
    "anti-Semitism",
    "Joseph Goebbels",
    "German resistance",
    "historical debates",
    "racial policies",
    "Wehrmacht",
    "propaganda",
    "genocide",
    "historiography"
  ],
  "neighboring_domains": [
    "World War II history",
    "European fascism",
    "Jewish history",
    "political ideology",
    "military history"
  ],
  "ambiguity_note": "While the cluster is centered on Nazi Germany and the Holocaust, some passages touch on related but distinct themes such as German resistance, post-war historiography, and broader nationalist ideologies, which may introduce some thematic overlap or ambiguity."
}
```


antitrust law
price fixing
per se rule
Sherman Act
Supreme Court cases
horizontal agreements
vertical price restraints
Parker immunity
Commerce Clause
rule of reason
antitrust violations
state action immunity

U.S. constitutional law
business regulation
federal trade commission
economic competition law
corporate law

```json
{
  "label": "Antitrust Law and Supreme Court Cases",
  "summary": "This cluster centers on U.S. antitrust law, particularly focusing on Supreme Court cases that define and interpret illegal business practices such as price fixing, market division, and cartel agreements. It includes discussions of legal doctrines like the 'per se' rule, Parker immunity, and the rule of reason, as well as landmark cases that shaped modern antitrust jurisprudence.",
  "keywords": [
    "antitrust law",
    "price fixing",
    "per se rule",
    "Sherman Act",
    "Supreme Court cases",
    "horizontal agreements",
    "vertical price restraints",
    "Parker immunity",
    "Commerce Clause",
    "rule of reason",
    "antitrust violations",
    "state action immunity"
  ],
  "neighboring_domains": [
    "U.S. constitutional law",
    "business regulation",
    "federal trade commission",
    "economic competition law",
    "corporate law"
  ],
  "ambiguity_note": "While the cluster is centered on antitrust law, some passages touch on related constitutional issues like the Commerce Clause and state regulation, introducing some thematic overlap with broader legal domains."
}
```


New York City neighborhoods
community boards
Manhattan
Brooklyn
Queens
parks
historic districts
landmarks
local government
urban planning
public spaces
historical architecture

Urban geography
Historic preservation
City planning
Public administration
Cultural landmarks

```json
{
  "label": "New York City Neighborhoods and Parks",
  "summary": "This cluster focuses on neighborhoods, community boards, and parks in New York City, particularly in Manhattan, Brooklyn, and Queens. It includes descriptions of geographic boundaries, historical context, and notable landmarks or institutions within these areas.",
  "keywords": [
    "New York City neighborhoods",
    "community boards",
    "Manhattan",
    "Brooklyn",
    "Queens",
    "parks",
    "historic districts",
    "landmarks",
    "local government",
    "urban planning",
    "public spaces",
    "historical architecture"
  ],
  "neighboring_domains": [
    "Urban geography",
    "Historic preservation",
    "City planning",
    "Public administration",
    "Cultural landmarks"
  ],
  "ambiguity_note": "While the cluster centers on New York City neighborhoods and parks, some passages touch on adjacent topics like transportation or cultural institutions, creating a slight overlap with broader urban domains."
}
```


UK Parliament constituencies
local council elections
electoral boundaries
Conservative Party
Labour Party
UK Independence Party
first past the post
electoral results
ward boundaries
political representation
election history
constituency changes

British political history
electoral geography
local government in the UK
political party strategies
democratic processes

```json
{
  "label": "UK Parliamentary and Local Elections",
  "summary": "This cluster focuses on UK parliamentary and local council elections, detailing constituencies, electoral boundaries, election results, and political party performances across various regions in the United Kingdom.",
  "keywords": [
    "UK Parliament constituencies",
    "local council elections",
    "electoral boundaries",
    "Conservative Party",
    "Labour Party",
    "UK Independence Party",
    "first past the post",
    "electoral results",
    "ward boundaries",
    "political representation",
    "election history",
    "constituency changes"
  ],
  "neighboring_domains": [
    "British political history",
    "electoral geography",
    "local government in the UK",
    "political party strategies",
    "democratic processes"
  ],
  "ambiguity_note": "While the cluster centers on UK elections, some passages blend parliamentary and local council elections, and a few mention overlapping or changing boundaries, which may introduce some thematic overlap with related domains."
}
```


income tax
taxation
withholding tax
tax deductions
capital gains tax
alternative minimum tax
tax credits
corporate tax
tax treaties
tax returns
tax exemptions
international taxation

Financial Planning
Accounting and Auditing
Public Policy
Economic Systems
Legal Systems

```json
{
  "label": "Taxation and Income Tax Systems",
  "summary": "This cluster focuses on the structure, mechanisms, and regulations of taxation systems, particularly income tax, in the United States and other jurisdictions. It includes topics such as tax withholding, deductions, exemptions, capital gains, alternative minimum tax, and international tax considerations.",
  "keywords": [
    "income tax",
    "taxation",
    "withholding tax",
    "tax deductions",
    "capital gains tax",
    "alternative minimum tax",
    "tax credits",
    "corporate tax",
    "tax treaties",
    "tax returns",
    "tax exemptions",
    "international taxation"
  ],
  "neighboring_domains": [
    "Financial Planning",
    "Accounting and Auditing",
    "Public Policy",
    "Economic Systems",
    "Legal Systems"
  ],
  "ambiguity_note": "While the cluster centers on taxation, some passages touch on related financial and legal systems, introducing a degree of overlap with broader economic and policy topics."
}
```


money laundering
fraud
bribery
Ponzi scheme
white-collar crime
legal indictment
government investigation
plea bargain
restitution
corruption
financial misconduct
wire fraud

criminal law
financial regulation
corporate ethics
public corruption
economic crime

```json
{
  "label": "White-Collar Crime and Fraud Cases",
  "summary": "This cluster centers on legal cases involving white-collar crime, including money laundering, fraud, bribery, and Ponzi schemes. It includes individuals and organizations accused of or convicted for financial misconduct, often involving government investigations, plea bargains, and restitution.",
  "keywords": [
    "money laundering",
    "fraud",
    "bribery",
    "Ponzi scheme",
    "white-collar crime",
    "legal indictment",
    "government investigation",
    "plea bargain",
    "restitution",
    "corruption",
    "financial misconduct",
    "wire fraud"
  ],
  "neighboring_domains": [
    "criminal law",
    "financial regulation",
    "corporate ethics",
    "public corruption",
    "economic crime"
  ],
  "ambiguity_note": "While the cluster is centered on financial crime, some cases involve overlapping legal issues or unclear lines between legal and illegal activity, such as the distinction between legal gambling and alleged violations of gambling laws."
}
```


sea snail
marine gastropod
shell morphology
Pyramidellidae
Pseudomelatomidae
Drilliidae
Trochidae
shell coloration
marine mollusk
spiral sculpture
whorls
geographic distribution

Marine biology
Taxonomy
Marine ecology
Paleontology
Invertebrate zoology

```json
{
  "label": "Marine Gastropod Mollusks",
  "summary": "This cluster contains descriptions of various species of sea snails, primarily marine gastropod mollusks, detailing their shell morphology, coloration, size, and geographic distribution.",
  "keywords": [
    "sea snail",
    "marine gastropod",
    "shell morphology",
    "Pyramidellidae",
    "Pseudomelatomidae",
    "Drilliidae",
    "Trochidae",
    "shell coloration",
    "marine mollusk",
    "spiral sculpture",
    "whorls",
    "geographic distribution"
  ],
  "neighboring_domains": [
    "Marine biology",
    "Taxonomy",
    "Marine ecology",
    "Paleontology",
    "Invertebrate zoology"
  ],
  "ambiguity_note": "While the cluster centers on marine gastropods, there is some variation in shell family classifications and descriptions, which may reflect overlapping or closely related species."
}
```


re-entry permit
passport
residence permit
identity document
immigration
travel documentation
visa requirements
permanent residency
nationality law
registration
certificate of identity
migration card

International Law
Citizenship and Nationality
Border Security
Diplomatic Relations
Travel and Tourism

```json
{
  "label": "Immigration and Travel Documentation",
  "summary": "This cluster focuses on various forms of immigration and travel documentation, including re-entry permits, passports, residence permits, and identity documents. It covers the rules and procedures for maintaining legal status, traveling internationally, and registering residency in different countries.",
  "keywords": [
    "re-entry permit",
    "passport",
    "residence permit",
    "identity document",
    "immigration",
    "travel documentation",
    "visa requirements",
    "permanent residency",
    "nationality law",
    "registration",
    "certificate of identity",
    "migration card"
  ],
  "neighboring_domains": [
    "International Law",
    "Citizenship and Nationality",
    "Border Security",
    "Diplomatic Relations",
    "Travel and Tourism"
  ],
  "ambiguity_note": "The cluster includes a mix of specific document types and broader immigration concepts, with some overlap between temporary and permanent residency issues."
}
```


community development block
literacy rates
gender disparity
census data
population statistics
village populations
Scheduled Tribes
Scheduled Castes
mother tongues
educational statistics
demographic analysis
regional demographics

Indian administrative divisions
educational statistics
sociolinguistics
rural development
demographic research

```json
{
  "label": "Community Development Block Demographics",
  "summary": "This cluster contains detailed demographic and literacy data for various community development blocks across different Indian states, focusing on population statistics, gender disparities in literacy, and linguistic composition.",
  "keywords": [
    "community development block",
    "literacy rates",
    "gender disparity",
    "census data",
    "population statistics",
    "village populations",
    "Scheduled Tribes",
    "Scheduled Castes",
    "mother tongues",
    "educational statistics",
    "demographic analysis",
    "regional demographics"
  ],
  "neighboring_domains": [
    "Indian administrative divisions",
    "educational statistics",
    "sociolinguistics",
    "rural development",
    "demographic research"
  ],
  "ambiguity_note": "While the cluster centers on demographic data for community development blocks, some variation exists in the specific states and linguistic details covered, which may introduce minor thematic overlap with broader regional or educational topics."
}
```


Methodist Church
Holiness movement
Adventist Church
religious leaders
preachers
sanctification
temperance movement
Christian denominations
evangelism
church founding
seventh-day Adventists
Wesleyan doctrine

Christian theology
American religious history
social reform movements
Methodist history
Holiness movement

```json
{
  "label": "Religious Leaders and Movements",
  "summary": "This cluster centers on religious leaders, preachers, and movements within various Christian denominations, particularly Methodism, Holiness, and Adventism, spanning the 19th and early 20th centuries. It includes figures who founded churches, promoted temperance, and contributed to theological developments such as sanctification and Christian perfection.",
  "keywords": [
    "Methodist Church",
    "Holiness movement",
    "Adventist Church",
    "religious leaders",
    "preachers",
    "sanctification",
    "temperance movement",
    "Christian denominations",
    "evangelism",
    "church founding",
    "seventh-day Adventists",
    "Wesleyan doctrine"
  ],
  "neighboring_domains": [
    "Christian theology",
    "American religious history",
    "social reform movements",
    "Methodist history",
    "Holiness movement"
  ],
  "ambiguity_note": "While the cluster is centered on religious figures and movements, some entries touch on broader social issues like temperance and abolition, introducing a degree of thematic overlap with social reform domains."
}
```


Scottish Reformation
Church of Scotland
Presbyterianism
medieval Christianity
episcopacy
religious conflict
Covenanters
liturgy
clerical pluralism
religious art
ecclesiastical appointments
Protestant theology

European Protestant Reformation
Scottish history
Christianity in the Middle Ages
religious politics
ecclesiastical architecture

```json
{
  "label": "Scottish Religious History",
  "summary": "This cluster focuses on the religious history of Scotland, particularly the development of Christianity, the Scottish Reformation, and the evolution of the national church. It covers the transition from medieval Catholicism to Protestantism, the role of the church in politics, and the establishment of Presbyterianism as a dominant religious structure.",
  "keywords": [
    "Scottish Reformation",
    "Church of Scotland",
    "Presbyterianism",
    "medieval Christianity",
    "episcopacy",
    "religious conflict",
    "Covenanters",
    "liturgy",
    "clerical pluralism",
    "religious art",
    "ecclesiastical appointments",
    "Protestant theology"
  ],
  "neighboring_domains": [
    "European Protestant Reformation",
    "Scottish history",
    "Christianity in the Middle Ages",
    "religious politics",
    "ecclesiastical architecture"
  ],
  "ambiguity_note": "While the cluster centers on religious history, some passages touch on broader historical and political developments, creating a degree of overlap with general Scottish history and political reform."
}
```


pharmaceutical companies
drug development
pharmaceutical acquisitions
FDA approval
biopharmaceuticals
generic drugs
clinical trials
health care companies
drug patents
pharmaceutical research
controlled drug delivery
animal health

Biotechnology
Healthcare Industry
Medical Research
Regulatory Affairs
Chemical Manufacturing

```json
{
  "label": "Pharmaceutical Companies and Products",
  "summary": "This cluster focuses on pharmaceutical companies, their products, acquisitions, and research activities, with a particular emphasis on drug development, marketing, and legal or regulatory challenges in the pharmaceutical industry.",
  "keywords": [
    "pharmaceutical companies",
    "drug development",
    "pharmaceutical acquisitions",
    "FDA approval",
    "biopharmaceuticals",
    "generic drugs",
    "clinical trials",
    "health care companies",
    "drug patents",
    "pharmaceutical research",
    "controlled drug delivery",
    "animal health"
  ],
  "neighboring_domains": [
    "Biotechnology",
    "Healthcare Industry",
    "Medical Research",
    "Regulatory Affairs",
    "Chemical Manufacturing"
  ],
  "ambiguity_note": "Some passages overlap with biotechnology, animal health, and generic drug manufacturing, creating a broad but coherent cluster centered on pharmaceutical enterprises and their operations."
}
```


skateboarding
BMX
bull riding
monster trucks
X-Games
freestyle
Professional Bull Riders (PBR)
Monster Jam
athletes
sponsors
competitions
extreme sports

action sports culture
adventure sports
motorcycle and dirt sports
professional sports sponsorships
extreme sports events

```json
{
  "label": "Extreme Sports Athletes and Competitions",
  "summary": "This cluster centers on athletes and events in extreme sports such as skateboarding, BMX, bull riding, and monster truck freestyle. It includes notable competitors, their achievements, sponsors, and major competitions like the X-Games and Monster Jam.",
  "keywords": [
    "skateboarding",
    "BMX",
    "bull riding",
    "monster trucks",
    "X-Games",
    "freestyle",
    "Professional Bull Riders (PBR)",
    "Monster Jam",
    "athletes",
    "sponsors",
    "competitions",
    "extreme sports"
  ],
  "neighboring_domains": [
    "action sports culture",
    "adventure sports",
    "motorcycle and dirt sports",
    "professional sports sponsorships",
    "extreme sports events"
  ],
  "ambiguity_note": "While the cluster is centered on extreme sports, some overlap exists with related domains like motorsports and general sports competitions, making the boundaries somewhat fluid."
}
```


Trinity
Christology
hypostasis
incarnation
monophysitism
dyophysitism
nontrinitarianism
divine nature
theology
God's essence
hermeticism
classical theism

Philosophy of religion
Early Christian doctrine
Comparative religion
Neoplatonism
Gnosticism

```json
{
  "label": "Christian Theology and Christology",
  "summary": "This cluster centers on theological and philosophical concepts within Christianity, particularly concerning the nature of God, the Trinity, and the person of Jesus Christ. It includes discussions of doctrines like the Trinity, hypostasis, monophysitism, dyophysitism, and nontrinitarian views, as well as related ideas such as the incarnation, divine nature, and the role of the Holy Spirit.",
  "keywords": [
    "Trinity",
    "Christology",
    "hypostasis",
    "incarnation",
    "monophysitism",
    "dyophysitism",
    "nontrinitarianism",
    "divine nature",
    "theology",
    "God's essence",
    "hermeticism",
    "classical theism"
  ],
  "neighboring_domains": [
    "Philosophy of religion",
    "Early Christian doctrine",
    "Comparative religion",
    "Neoplatonism",
    "Gnosticism"
  ],
  "ambiguity_note": "While the cluster is centered on Christian theology, it includes some overlap with broader philosophical and mystical traditions, such as Hermeticism and Gnosticism, which may introduce some conceptual ambiguity."
}
```


sonata form
classical music
piano sonata
string quintet
scherzo
rondo form
musical variations
Beethoven
Brahms
Schumann
Franck
Mozart

music theory
compositional techniques
Romantic music
Baroque music
orchestral music

```json
{
  "label": "Classical Music Forms and Compositions",
  "summary": "This cluster centers on classical music compositions and structural forms, particularly focusing on sonatas, concertos, quintets, and variations. It includes analyses of movements, themes, and stylistic influences from composers such as Beethoven, Brahms, Schumann, and others, highlighting formal elements like sonata form, rondo, and scherzo.",
  "keywords": [
    "sonata form",
    "classical music",
    "piano sonata",
    "string quintet",
    "scherzo",
    "rondo form",
    "musical variations",
    "Beethoven",
    "Brahms",
    "Schumann",
    "Franck",
    "Mozart"
  ],
  "neighboring_domains": [
    "music theory",
    "compositional techniques",
    "Romantic music",
    "Baroque music",
    "orchestral music"
  ],
  "ambiguity_note": "While the cluster is centered on classical music forms, some passages touch on Romantic-era innovations and overlap with neighboring domains like orchestral and chamber music."
}
```


mutants
X-Men
villains
superheroes
interdimensional travel
Avengers
conflict
time travel
mutant-hunters
anti-mutant sentiment
superpowers
team battles

superhero team dynamics
interdimensional storytelling
villain origin stories
mutant rights and politics
science fiction battles

```json
{
  "label": "Mutant Superhero Conflicts",
  "summary": "This cluster centers on conflicts involving mutant superheroes and their adversaries in the Marvel Comics universe, including battles against villains, interdimensional threats, and ideological struggles between mutants and humans. It includes team-based action, time travel, and moral dilemmas.",
  "keywords": [
    "mutants",
    "X-Men",
    "villains",
    "superheroes",
    "interdimensional travel",
    "Avengers",
    "conflict",
    "time travel",
    "mutant-hunters",
    "anti-mutant sentiment",
    "superpowers",
    "team battles"
  ],
  "neighboring_domains": [
    "superhero team dynamics",
    "interdimensional storytelling",
    "villain origin stories",
    "mutant rights and politics",
    "science fiction battles"
  ],
  "ambiguity_note": "While the cluster is centered on mutant superhero conflicts, some passages overlap with broader superhero team narratives or interdimensional adventures, creating a degree of thematic overlap with other domains."
}
```


NFL playoffs
Super Bowl
touchdown
field goal
interception
quarterback
playoff game
defensive play
scoring drive
fumble
punt return
offensive strategy

American football history
sports analytics
professional sports events
football game highlights
athletic performance

```json
{
  "label": "NFL Playoff Games",
  "summary": "This cluster contains descriptions of key moments and plays from various National Football League (NFL) playoff games and Super Bowls, focusing on scoring drives, turnovers, and pivotal plays such as touchdowns, field goals, and interceptions.",
  "keywords": ["NFL playoffs", "Super Bowl", "touchdown", "field goal", "interception", "quarterback", "playoff game", "defensive play", "scoring drive", "fumble", "punt return", "offensive strategy"],
  "neighboring_domains": ["American football history", "sports analytics", "professional sports events", "football game highlights", "athletic performance"],
  "ambiguity_note": "While the cluster centers on NFL playoff and Super Bowl moments, some variation exists in the specific teams, years, and types of plays described."
}
```


U.S. coinage
numismatics
Mint
silver dollars
gold coins
Coinage Act
Liberty Head
Morgan Silver Dollars
fractional currency
eagle coin
nickel coin
historical coin designs

U.S. monetary history
currency and banking
American economic history
collectible coins
legal tender laws

```json
{
  "label": "U.S. Coinage and Numismatics",
  "summary": "This cluster focuses on the history, design, and legal aspects of U.S. coinage, including various denominations, minting processes, and the evolution of coin designs over time. It also touches on related financial instruments like paper currency and the role of the U.S. Mint.",
  "keywords": [
    "U.S. coinage",
    "numismatics",
    "Mint",
    "silver dollars",
    "gold coins",
    "Coinage Act",
    "Liberty Head",
    "Morgan Silver Dollars",
    "fractional currency",
    "eagle coin",
    "nickel coin",
    "historical coin designs"
  ],
  "neighboring_domains": [
    "U.S. monetary history",
    "currency and banking",
    "American economic history",
    "collectible coins",
    "legal tender laws"
  ],
  "ambiguity_note": "While the cluster centers on U.S. coinage, some passages overlap with broader topics like paper currency and economic policy, introducing a degree of thematic variation."
}
```


Tang dynasty decline
eunuch influence
military governors
Emperor Zhaozong
Zhu Quanzhong
Fengxiang Circuit
Xuanwu Circuit
imperial court conflicts
regional warlords
political assassinations
Tang dynasty fragmentation
Huainan Circuit

Five Dynasties and Ten Kingdoms period
Chinese military history
Imperial Chinese politics
Late imperial China

```json
{
  "label": "Late Tang Dynasty Political Struggles",
  "summary": "This cluster centers on the political and military conflicts during the final years of the Tang dynasty, particularly involving eunuchs, warlords, and imperial authority. It highlights the power struggles between Emperor Zhaozong, eunuch factions, and regional military governors (Jiedushi) such as Zhu Quanzhong, Li Maozhen, and Yang Xingmi, as well as the broader fragmentation of central authority.",
  "keywords": [
    "Tang dynasty decline",
    "eunuch influence",
    "military governors",
    "Emperor Zhaozong",
    "Zhu Quanzhong",
    "Fengxiang Circuit",
    "Xuanwu Circuit",
    "imperial court conflicts",
    "regional warlords",
    "political assassinations",
    "Tang dynasty fragmentation",
    "Huainan Circuit"
  ],
  "neighboring_domains": [
    "Five Dynasties and Ten Kingdoms period",
    "Chinese military history",
    "Imperial Chinese politics",
    "Late imperial China"
  ],
  "ambiguity_note": "While the cluster is centered on late Tang political turmoil, some passages touch on early post-Tang developments and overlapping regional conflicts, which may blur the temporal and thematic boundaries."
}
```


Indian cinema
film reviews
Bollywood
critic ratings
movie critiques
entertainment analysis
film performances
plot evaluation
cinematic reception
regional films
audience response
film direction

Entertainment industry analysis
Cultural media studies
Film production and direction
Audience behavior and reception
South Asian cinema

```json
{
  "label": "Indian Film Reviews and Critiques",
  "summary": "This cluster consists of reviews and critiques of Indian films, primarily from Bollywood and regional cinema, highlighting audience and critic reactions, thematic elements, and overall reception. The content includes ratings, commentary on plot, performances, and production quality.",
  "keywords": [
    "Indian cinema",
    "film reviews",
    "Bollywood",
    "critic ratings",
    "movie critiques",
    "entertainment analysis",
    "film performances",
    "plot evaluation",
    "cinematic reception",
    "regional films",
    "audience response",
    "film direction"
  ],
  "neighboring_domains": [
    "Entertainment industry analysis",
    "Cultural media studies",
    "Film production and direction",
    "Audience behavior and reception",
    "South Asian cinema"
  ],
  "ambiguity_note": "While the cluster centers on Indian film reviews, some entries touch on broader cultural themes or overlap with genres like political thrillers or dramas, introducing slight thematic variation."
}
```


literary fiction
character development
philosophical themes
narrative style
critical reviews
moral dilemmas
modern novels
existential themes
author interviews
emotional depth
stylistic experimentation
human behavior

philosophy in literature
modernist literature
psychological fiction
literary criticism
genre fiction

```json
{
  "label": "Contemporary Literary Fiction",
  "summary": "This cluster centers on modern novels and literary works that explore complex human experiences, philosophical themes, and character development. The passages reflect a range of critical responses to contemporary fiction, often highlighting introspective narratives, moral dilemmas, and stylistic experimentation.",
  "keywords": [
    "literary fiction",
    "character development",
    "philosophical themes",
    "narrative style",
    "critical reviews",
    "moral dilemmas",
    "modern novels",
    "existential themes",
    "author interviews",
    "emotional depth",
    "stylistic experimentation",
    "human behavior"
  ],
  "neighboring_domains": [
    "philosophy in literature",
    "modernist literature",
    "psychological fiction",
    "literary criticism",
    "genre fiction"
  ],
  "ambiguity_note": "While the cluster is centered on literary fiction, some passages touch on genre elements or overlap with philosophical or speculative fiction, creating a degree of thematic variation."
}
```


insects
parasitoid wasps
arachnids
ant interactions
larval development
ecological roles
morphology
spider predators
bark beetles
stored product pests
bioluminescent beetles
fungal mimicry

Entomology Arachnology Ecology Taxonomy Parasitology

```json
{
  "label": "Insect and Arthropod Biology",
  "summary": "This cluster focuses on the biology, taxonomy, and ecological roles of various insect and arthropod species, including parasitoids, predators, and symbiotic organisms. It includes descriptions of their morphology, habitats, life cycles, and interactions with other species such as ants, spiders, and plants.",
  "keywords": [
    "insects",
    "parasitoid wasps",
    "arachnids",
    "ant interactions",
    "larval development",
    "ecological roles",
    "morphology",
    "spider predators",
    "bark beetles",
    "stored product pests",
    "bioluminescent beetles",
    "fungal mimicry"
  ],
  "neighboring_domains": [
    "Entomology",
    "Arachnology",
    "Ecology",
    "Taxonomy",
    "Parasitology"
  ],
  "ambiguity_note": "The cluster includes a mix of insect and arthropod species with varying ecological roles, which may overlap with adjacent biological domains such as mycology and myrmecology."
}
```


Ukrainian SSR
administrative divisions
historical regions
gubernias
Cossack Hetmanate
Kievan Rus
Volhynia
Podolia
Zhytomyr Oblast
Western Ukraine
Kiev Oblast
ethnic Ukrainians

Eastern European history
Soviet administrative systems
Ukrainian nationalism
Central European geopolitics
Historical demography

```json
{
  "label": "Ukrainian Administrative and Historical Regions",
  "summary": "This cluster focuses on the administrative divisions, historical regions, and political structures of Ukraine, including its territorial evolution, local governance, and historical states such as the Cossack Hetmanate and Kingdom of Galicia–Volhynia.",
  "keywords": [
    "Ukrainian SSR",
    "administrative divisions",
    "historical regions",
    "gubernias",
    "Cossack Hetmanate",
    "Kievan Rus",
    "Volhynia",
    "Podolia",
    "Zhytomyr Oblast",
    "Western Ukraine",
    "Kiev Oblast",
    "ethnic Ukrainians"
  ],
  "neighboring_domains": [
    "Eastern European history",
    "Soviet administrative systems",
    "Ukrainian nationalism",
    "Central European geopolitics",
    "Historical demography"
  ],
  "ambiguity_note": "The cluster includes some overlap with broader topics like Soviet history and Central European geopolitics, and the distinction between administrative and historical regions can sometimes be blurred."
}
```


rail transport
Oslo
Norway
commuter rail
railway lines
Gardermoen Line
Asker Line
Drammen Line
railway infrastructure
public transport
railway history
Oslo Tunnel

public transportation systems
urban infrastructure
Norwegian transportation policy
railway engineering
regional transit planning

```json
{
  "label": "Norwegian Rail Transport",
  "summary": "This cluster focuses on the development, infrastructure, and operations of rail transport in Norway, particularly in and around Oslo. It includes discussions of major railway lines, stations, and services such as commuter rail, high-speed lines, and regional connections, as well as historical developments and modernization efforts.",
  "keywords": [
    "rail transport",
    "Oslo",
    "Norway",
    "commuter rail",
    "railway lines",
    "Gardermoen Line",
    "Asker Line",
    "Drammen Line",
    "railway infrastructure",
    "public transport",
    "railway history",
    "Oslo Tunnel"
  ],
  "neighboring_domains": [
    "public transportation systems",
    "urban infrastructure",
    "Norwegian transportation policy",
    "railway engineering",
    "regional transit planning"
  ],
  "ambiguity_note": "While the cluster is centered on Norwegian rail transport, some passages touch on related topics such as tramways and airport connections, which may introduce slight thematic overlap with broader transportation domains."
}
```


Zambian football
African Cup of Nations
CECAFA Cup
football clubs
national team players
coaching careers
Tanzanian football
South African football
player-manager roles
African Cup of Champions Clubs
football transfers
national team achievements

African sports history
Football club management
National sports teams
African international competitions
Sports biographies

```json
{
  "label": "African Football Players and Coaches",
  "summary": "This cluster focuses on notable football players and coaches from African countries, particularly Zambia, Tanzania, and South Africa, highlighting their club and national team careers, achievements, and transitions into coaching roles.",
  "keywords": [
    "Zambian football",
    "African Cup of Nations",
    "CECAFA Cup",
    "football clubs",
    "national team players",
    "coaching careers",
    "Tanzanian football",
    "South African football",
    "player-manager roles",
    "African Cup of Champions Clubs",
    "football transfers",
    "national team achievements"
  ],
  "neighboring_domains": [
    "African sports history",
    "Football club management",
    "National sports teams",
    "African international competitions",
    "Sports biographies"
  ],
  "ambiguity_note": "While the cluster centers on African football, some passages overlap with broader sports history or include players from multiple countries, creating a slightly diffuse thematic boundary."
}
```


baseball
MLB players
batting averages
home runs
All-Star Game
career statistics
fielding performance
trades
RBI
slugging percentage
outfielders
catchers

sports history
baseball statistics
athletic performance
professional sports careers
team management

```json
{
  "label": "Major League Baseball Players",
  "summary": "This cluster contains biographical and statistical information about various Major League Baseball players, focusing on their careers, performance metrics, and notable achievements such as home runs, batting averages, and All-Star selections.",
  "keywords": ["baseball", "MLB players", "batting averages", "home runs", "All-Star Game", "career statistics", "fielding performance", "trades", "RBI", "slugging percentage", "outfielders", "catchers"],
  "neighboring_domains": ["sports history", "baseball statistics", "athletic performance", "professional sports careers", "team management"],
  "ambiguity_note": "While the cluster centers on baseball players, some entries include brief mentions of team dynamics or managerial roles, introducing slight thematic variation."
}
```


archaeological site
prehistoric cultures
Native American
mound builders
Clovis culture
Mississippian pottery
Archaic period
Woodland period
artifact excavation
burial mounds
paleolithic sites
cultural phases

North American prehistory
indigenous cultures
archaeological methods
cultural anthropology
paleoenvironmental studies

```json
{
  "label": "Prehistoric Archaeological Sites",
  "summary": "This cluster contains information about various prehistoric archaeological sites across North America, focusing on evidence of human occupation, cultural periods, and artifacts from different timeframes ranging from the Paleo-Indian to the Mississippian periods.",
  "keywords": [
    "archaeological site",
    "prehistoric cultures",
    "Native American",
    "mound builders",
    "Clovis culture",
    "Mississippian pottery",
    "Archaic period",
    "Woodland period",
    "artifact excavation",
    "burial mounds",
    "paleolithic sites",
    "cultural phases"
  ],
  "neighboring_domains": [
    "North American prehistory",
    "indigenous cultures",
    "archaeological methods",
    "cultural anthropology",
    "paleoenvironmental studies"
  ],
  "ambiguity_note": "Some passages overlap with multiple cultural periods or regions, and the cluster includes a mix of site-specific details and broader cultural classifications, which may introduce some thematic variation."
}
```


state seals
institutional emblems
Latin mottos
symbolism
United States
liberty
unity
historical design
seal iconography
civic identity
military and peace symbols
educational institutions

governmental symbolism
educational institutions
military history
cultural heritage
Latin language and mottos

```json
{
  "label": "State and Institutional Seals and Mottos",
  "summary": "This cluster focuses on the design, symbolism, and historical context of state, institutional, and organizational seals and mottos, particularly in the United States and related entities. It includes descriptions of emblems, their iconography, Latin mottos, and their meanings, often tied to themes of liberty, unity, virtue, and civic identity.",
  "keywords": [
    "state seals",
    "institutional emblems",
    "Latin mottos",
    "symbolism",
    "United States",
    "liberty",
    "unity",
    "historical design",
    "seal iconography",
    "civic identity",
    "military and peace symbols",
    "educational institutions"
  ],
  "neighboring_domains": [
    "governmental symbolism",
    "educational institutions",
    "military history",
    "cultural heritage",
    "Latin language and mottos"
  ],
  "ambiguity_note": "While the cluster centers on seals and mottos, some entries touch on broader historical or institutional contexts, leading to slight thematic overlap with unrelated domains like educational programs or artistic works."
}
```


radio stations
talk radio
format changes
on-air hosts
syndicated programming
news/talk format
station history
FM translators
radio personalities
sports radio
classic hits
adult standards

Media and Broadcasting History
Radio Industry Trends
Talk Show Hosts and Personalities
Music Radio Formats
Local and National News Broadcasting

```json
{
  "label": "Radio Station Programming and History",
  "summary": "This cluster focuses on the history, format changes, and programming of various radio stations, including talk radio, news/talk formats, and the evolution of on-air personalities and syndicated content.",
  "keywords": [
    "radio stations",
    "talk radio",
    "format changes",
    "on-air hosts",
    "syndicated programming",
    "news/talk format",
    "station history",
    "FM translators",
    "radio personalities",
    "sports radio",
    "classic hits",
    "adult standards"
  ],
  "neighboring_domains": [
    "Media and Broadcasting History",
    "Radio Industry Trends",
    "Talk Show Hosts and Personalities",
    "Music Radio Formats",
    "Local and National News Broadcasting"
  ],
  "ambiguity_note": "While the cluster centers on radio station programming and history, some passages touch on music formats or local events, introducing slight variation in focus."
}
```


organic compounds
chemical synthesis
industrial solvents
chemical reagents
amine derivatives
epoxides
halogenated hydrocarbons
azo compounds
alkanolamines
explosive materials
dye precursors
chemical properties

Chemical engineering
Pharmaceutical chemistry
Polymer science
Environmental chemistry
Organic synthesis

```json
{
  "label": "Organic Chemical Compounds",
  "summary": "This cluster consists of descriptions of various organic chemical compounds, including their chemical structures, physical properties, synthesis methods, and industrial or laboratory applications. These compounds are often used as solvents, reagents, or precursors in the production of dyes, plastics, pharmaceuticals, and other chemical products.",
  "keywords": [
    "organic compounds",
    "chemical synthesis",
    "industrial solvents",
    "chemical reagents",
    "amine derivatives",
    "epoxides",
    "halogenated hydrocarbons",
    "azo compounds",
    "alkanolamines",
    "explosive materials",
    "dye precursors",
    "chemical properties"
  ],
  "neighboring_domains": [
    "Chemical engineering",
    "Pharmaceutical chemistry",
    "Polymer science",
    "Environmental chemistry",
    "Organic synthesis"
  ],
  "ambiguity_note": "While the cluster centers on organic chemical compounds, some entries touch on applications in explosives or toxicology, introducing a degree of thematic overlap with adjacent domains."
}
```


World War II
prisoner of war
military service
intelligence operations
escape networks
British Free Corps
resistance activities
occupied Europe
Royal Air Force
Special Operations Executive
MI9
wartime espionage

Military history
Intelligence and espionage
European resistance movements
Prisoner of war experiences
British military operations

```json
{
  "label": "World War II Military and Resistance Activities",
  "summary": "This cluster centers on individuals involved in military service, prisoner of war experiences, and resistance efforts during World War II, particularly in Europe. It includes accounts of soldiers, intelligence officers, escape networks, and those who worked with or against occupying forces.",
  "keywords": [
    "World War II",
    "prisoner of war",
    "military service",
    "intelligence operations",
    "escape networks",
    "British Free Corps",
    "resistance activities",
    "occupied Europe",
    "Royal Air Force",
    "Special Operations Executive",
    "MI9",
    "wartime espionage"
  ],
  "neighboring_domains": [
    "Military history",
    "Intelligence and espionage",
    "European resistance movements",
    "Prisoner of war experiences",
    "British military operations"
  ],
  "ambiguity_note": "While the cluster is centered on WWII military and resistance activities, some entries touch on pre-war or post-war contexts, and a few individuals are associated with both British and foreign forces, introducing some thematic overlap and complexity."
}
```


professional wrestling
championship matches
tag team wrestling
Japanese wrestling promotions
tournament results
wrestler rivalries
title defenses
wrestling stables
deathmatch wrestling
wrestling alliances
promotion events
wrestling titles

sports entertainment
martial arts
Japanese pop culture
athletic competition
performance arts

```json
{
  "label": "Professional Wrestling Rivalries and Championships",
  "summary": "This cluster focuses on professional wrestling in Japan, highlighting key wrestlers, their championship wins and losses, tag team alliances, and tournament performances across various wrestling promotions.",
  "keywords": [
    "professional wrestling",
    "championship matches",
    "tag team wrestling",
    "Japanese wrestling promotions",
    "tournament results",
    "wrestler rivalries",
    "title defenses",
    "wrestling stables",
    "deathmatch wrestling",
    "wrestling alliances",
    "promotion events",
    "wrestling titles"
  ],
  "neighboring_domains": [
    "sports entertainment",
    "martial arts",
    "Japanese pop culture",
    "athletic competition",
    "performance arts"
  ],
  "ambiguity_note": "While the cluster centers on professional wrestling, some variation exists in the types of matches and promotions mentioned, which may overlap with broader sports or entertainment domains."
}
```


ecclesiastical law
feudal system
benefices
canon law
jurisdiction
Church governance
feudal fiefs
institutional rights
medieval legal codes
religious authority
hereditary rights
ecclesiastical fiefs

Medieval European history
Canon law
Feudalism
Legal history
Church-state relations

```json
{
  "label": "Ecclesiastical and Feudal Legal Systems",
  "summary": "This cluster centers on historical legal and administrative systems within the medieval Church and feudal structures, particularly focusing on ecclesiastical rights, benefices, feudal contracts, and the governance of religious and secular institutions.",
  "keywords": [
    "ecclesiastical law",
    "feudal system",
    "benefices",
    "canon law",
    "jurisdiction",
    "Church governance",
    "feudal fiefs",
    "institutional rights",
    "medieval legal codes",
    "religious authority",
    "hereditary rights",
    "ecclesiastical fiefs"
  ],
  "neighboring_domains": [
    "Medieval European history",
    "Canon law",
    "Feudalism",
    "Legal history",
    "Church-state relations"
  ],
  "ambiguity_note": "The cluster includes overlapping themes of ecclesiastical and feudal law, with some variation in focus between religious institutions and secular feudal obligations."
}
```


opera singer
soprano
mezzo-soprano
classical music
bel canto
opera repertoire
vocal technique
European opera houses
coloratura soprano
Wagnerian soprano
opera debut
musical training

Music history
Opera roles and composers
Vocal performance
Classical music education
European cultural history

```json
{
  "label": "Classical Opera Singers",
  "summary": "This cluster centers on prominent classical opera singers, primarily sopranos and mezzo-sopranos, from the 19th and 20th centuries. It includes biographical details of their careers, notable performances, and contributions to the operatic world, with a focus on their vocal styles, training, and major roles.",
  "keywords": [
    "opera singer",
    "soprano",
    "mezzo-soprano",
    "classical music",
    "bel canto",
    "opera repertoire",
    "vocal technique",
    "European opera houses",
    "coloratura soprano",
    "Wagnerian soprano",
    "opera debut",
    "musical training"
  ],
  "neighboring_domains": [
    "Music history",
    "Opera roles and composers",
    "Vocal performance",
    "Classical music education",
    "European cultural history"
  ],
  "ambiguity_note": "While the cluster is centered on opera singers, some entries include related figures such as teachers or accompanists, which may slightly blur the focus."
}
```


Olympic swimmer
Olympic medalist
swimming coach
NCAA championships
freestyle
backstroke
butterfly
relay events
college swimming
Olympic Games
water polo
synchronized swimming
training history
Olympic team

Olympic sports
college athletics
water sports
sports coaching
athletic training

```json
{
  "label": "Olympic Swimmers and Coaches",
  "summary": "This cluster centers on American athletes and coaches primarily involved in competitive swimming, with a focus on Olympic participation, achievements, and transitions into coaching or other professional roles. It includes descriptions of their early training, collegiate careers, Olympic medals, and notable contributions to the sport.",
  "keywords": ["Olympic swimmer", "Olympic medalist", "swimming coach", "NCAA championships", "freestyle", "backstroke", "butterfly", "relay events", "college swimming", "Olympic Games", "water polo", "synchronized swimming", "training history", "Olympic team"],
  "neighboring_domains": ["Olympic sports", "college athletics", "water sports", "sports coaching", "athletic training"],
  "ambiguity_note": "While the cluster is centered on swimming and Olympic athletes, a few entries touch on related sports like water polo and synchronized swimming, introducing some thematic variation."
}
```


football transfers
English football
loan spells
League One
Conference National
career progression
club releases
contract extensions
promotion campaigns
midfielders
goal scorers
relegation battles

sports management
football league history
player development
English football clubs
sports biographies

```json
{
  "label": "English Football Transfers and Careers",
  "summary": "This cluster focuses on the professional football careers and transfer histories of English players, primarily in the Football League and Conference systems. It includes details about loan spells, contract extensions, and club movements across various tiers of English football.",
  "keywords": [
    "football transfers",
    "English football",
    "loan spells",
    "League One",
    "Conference National",
    "career progression",
    "club releases",
    "contract extensions",
    "promotion campaigns",
    "midfielders",
    "goal scorers",
    "relegation battles"
  ],
  "neighboring_domains": [
    "sports management",
    "football league history",
    "player development",
    "English football clubs",
    "sports biographies"
  ],
  "ambiguity_note": "While the cluster centers on English football careers, some passages include brief mentions of international play or non-football activities, which may introduce minor thematic variation."
}
```


construction methods
load-bearing walls
framing
concrete slabs
building insulation
beam and block
post and lintel
prefabrication
building envelope
damp proofing
earth sheltering
structural elements

Architectural Design
Civil Engineering
Building Materials
Sustainable Construction
Structural Engineering

```json
{
  "label": "Building Construction Techniques",
  "summary": "This cluster focuses on various construction methods and structural elements used in building design and construction, including framing, load-bearing walls, insulation, and materials like concrete, steel, and wood.",
  "keywords": [
    "construction methods",
    "load-bearing walls",
    "framing",
    "concrete slabs",
    "building insulation",
    "beam and block",
    "post and lintel",
    "prefabrication",
    "building envelope",
    "damp proofing",
    "earth sheltering",
    "structural elements"
  ],
  "neighboring_domains": [
    "Architectural Design",
    "Civil Engineering",
    "Building Materials",
    "Sustainable Construction",
    "Structural Engineering"
  ],
  "ambiguity_note": "While the cluster centers on construction techniques, some passages touch on related areas like insulation and moisture control, which may overlap with building science and environmental design."
}
```