Disney princesses
feminist critique
evil queens
Snow White
Aurora
Cinderella
fairy tales
character analysis
Disney villains
passivity
fairy tale adaptations
gender roles

feminist media analysis
children's literature
animated film history
fairy tale studies
popular culture

```json
{
  "label": "Disney Princesses and Villains",
  "summary": "This cluster centers on characters from Disney's classic fairy tale adaptations, particularly focusing on Disney princesses and their antagonists. It includes discussions of their personalities, roles in the films, and cultural interpretations, especially in relation to gender and agency.",
  "keywords": [
    "Disney princesses",
    "feminist critique",
    "evil queens",
    "Snow White",
    "Aurora",
    "Cinderella",
    "fairy tales",
    "character analysis",
    "Disney villains",
    "passivity",
    "fairy tale adaptations",
    "gender roles"
  ],
  "neighboring_domains": [
    "feminist media analysis",
    "children's literature",
    "animated film history",
    "fairy tale studies",
    "popular culture"
  ],
  "ambiguity_note": "While the cluster is centered on Disney princesses and villains, some passages touch on broader themes like feminist critique and character evolution, which may overlap with adjacent domains."
}
```


World War II
military airfields
pilot training
U.S. Army Air Forces
civilian contractors
airfield operations
training aircraft
post-war transition
FAA airports
military surplus
aviation history
WWII training programs

military aviation history
civil aviation infrastructure
World War II logistics
aviation training methods
aerospace engineering

```json
{
  "label": "World War II Pilot Training Airfields",
  "summary": "This cluster consists of descriptions of airfields used during World War II for training military pilots, primarily by the U.S. Army Air Forces and related organizations. These facilities were often operated by civilian contractors and later transitioned to civilian use or decommissioned after the war.",
  "keywords": [
    "World War II",
    "military airfields",
    "pilot training",
    "U.S. Army Air Forces",
    "civilian contractors",
    "airfield operations",
    "training aircraft",
    "post-war transition",
    "FAA airports",
    "military surplus",
    "aviation history",
    "WWII training programs"
  ],
  "neighboring_domains": [
    "military aviation history",
    "civil aviation infrastructure",
    "World War II logistics",
    "aviation training methods",
    "aerospace engineering"
  ],
  "ambiguity_note": "While the cluster centers on WWII pilot training airfields, some entries include later civilian use or mention overlapping functions such as bomber support or emergency landing fields, which may blur the focus slightly."
}
```


automotive industry
car manufacturing
automotive companies
global automakers
vehicle production
automotive partnerships
national automotive markets
assembly plants
automotive suppliers
automotive exports
automotive joint ventures
automotive industry growth

international trade
industrial manufacturing
automotive supply chain
economic development
transportation industry

```json
{
  "label": "Global Automotive Manufacturing",
  "summary": "This cluster focuses on the automotive industry across various countries, highlighting local and international manufacturers, partnerships, production facilities, and the role of global automakers in different national markets.",
  "keywords": [
    "automotive industry",
    "car manufacturing",
    "automotive companies",
    "global automakers",
    "vehicle production",
    "automotive partnerships",
    "national automotive markets",
    "assembly plants",
    "automotive suppliers",
    "automotive exports",
    "automotive joint ventures",
    "automotive industry growth"
  ],
  "neighboring_domains": [
    "international trade",
    "industrial manufacturing",
    "automotive supply chain",
    "economic development",
    "transportation industry"
  ],
  "ambiguity_note": "While the cluster centers on automotive manufacturing by country, some passages touch on related industries or historical context, which may introduce slight thematic variation."
}
```


opera singers
operatic roles
Verdi
Mozart
Wagner
Puccini
Metropolitan Opera
La Scala
soprano roles
bel canto
opera houses
stage directors

Classical music performance
Opera history
Music festivals
Conducting and orchestral music
Theatrical performance

```json
{
  "label": "Opera Singers and Roles",
  "summary": "This cluster centers on prominent opera singers and their performances in a wide range of operatic roles across various composers and productions. It highlights the diversity of roles, from leading soprano and mezzo-soprano parts to supporting and dramatic characters, and includes references to major opera houses and conductors.",
  "keywords": [
    "opera singers",
    "operatic roles",
    "Verdi",
    "Mozart",
    "Wagner",
    "Puccini",
    "Metropolitan Opera",
    "La Scala",
    "soprano roles",
    "bel canto",
    "opera houses",
    "stage directors"
  ],
  "neighboring_domains": [
    "Classical music performance",
    "Opera history",
    "Music festivals",
    "Conducting and orchestral music",
    "Theatrical performance"
  ],
  "ambiguity_note": "While the cluster is centered on opera singers and their roles, some entries include brief biographical details or mention of specific conductors and directors, which may introduce slight thematic variation."
}
```


autism spectrum disorder
specific language impairment
Asperger syndrome
diagnostic tools
communication disorders
social interaction
neurodevelopmental disorders
language-based learning disabilities
pragmatic language impairment
working memory
screening instruments
autism diagnosis

child development
speech and language pathology
neurological disorders
educational interventions
genetic disorders

```json
{
  "label": "Neurodevelopmental Disorders and Language Impairments",
  "summary": "This cluster focuses on neurodevelopmental conditions such as autism spectrum disorders (ASD), Asperger syndrome, and specific language impairments (SLI), including their diagnostic tools, symptoms, and related challenges in communication and social interaction. It also touches on overlapping conditions and controversies in classification.",
  "keywords": [
    "autism spectrum disorder",
    "specific language impairment",
    "Asperger syndrome",
    "diagnostic tools",
    "communication disorders",
    "social interaction",
    "neurodevelopmental disorders",
    "language-based learning disabilities",
    "pragmatic language impairment",
    "working memory",
    "screening instruments",
    "autism diagnosis"
  ],
  "neighboring_domains": [
    "child development",
    "speech and language pathology",
    "neurological disorders",
    "educational interventions",
    "genetic disorders"
  ],
  "ambiguity_note": "The cluster includes overlapping topics such as autism, language impairments, and related disorders, which can be difficult to distinguish in practice, leading to some conceptual and diagnostic ambiguity."
}
```


binary star systems
variable stars
spectroscopic binaries
eclipsing binaries
stellar distances
stellar classification
Cepheid variables
cataclysmic variables
stellar orbital periods
apparent magnitude
stellar companions
stellar evolution

stellar astronomy
astrophysics
stellar classification
extrasolar planets
galactic structure

```json
{
  "label": "Binary Star Systems and Variable Stars",
  "summary": "This cluster focuses on binary star systems and variable stars, including their classifications, distances, orbital characteristics, and observational properties. It includes descriptions of spectroscopic binaries, eclipsing binaries, and variable stars such as Cepheid variables and cataclysmic variables.",
  "keywords": [
    "binary star systems",
    "variable stars",
    "spectroscopic binaries",
    "eclipsing binaries",
    "stellar distances",
    "stellar classification",
    "Cepheid variables",
    "cataclysmic variables",
    "stellar orbital periods",
    "apparent magnitude",
    "stellar companions",
    "stellar evolution"
  ],
  "neighboring_domains": [
    "stellar astronomy",
    "astrophysics",
    "stellar classification",
    "extrasolar planets",
    "galactic structure"
  ],
  "ambiguity_note": "While the cluster centers on binary and variable stars, some entries include broader stellar properties or nearby constellations, introducing slight thematic variation."
}
```


Summary: This cluster centers on American poets, poetry critics, and literary journals, highlighting individuals who have contributed to contemporary poetry through publications, academic roles, and creative works. It includes poets associated with various movements, as well as editors and publishers of notable poetry journals.

American poets
poetry journals
literary criticism
creative writing programs
anthologies
poetry competitions
Beat generation
Language poetry
university faculty
literary magazines
poetry publishing
spoken word

Academic literature
Creative writing education
Contemporary literary movements
Book arts and publishing
Poetry performance and spoken word

While the cluster is centered on American poets and poetry journals, some entries overlap with broader literary criticism, academic roles, and interdisciplinary arts, creating a degree of thematic overlap.


Yugoslav rock
Serbian rock bands
Bosnian pop rock
album releases
band lineups
music festivals
political lyrics
Croatian musicians
Macedonian folk influences
punk rock
alternative rock
music collaborations

Eastern European music history
Political music in the Balkans
Pop music in the former Yugoslavia
Music festivals in the Balkans
Cultural history of the 1980s and 1990s

```json
{
  "label": "Yugoslav Rock Music",
  "summary": "This cluster focuses on rock music from the former Yugoslavia, particularly highlighting bands, albums, and artists from the 1980s and 1990s. It includes information on band lineups, album releases, notable songs, collaborations, and cultural impact within the region.",
  "keywords": [
    "Yugoslav rock",
    "Serbian rock bands",
    "Bosnian pop rock",
    "album releases",
    "band lineups",
    "music festivals",
    "political lyrics",
    "Croatian musicians",
    "Macedonian folk influences",
    "punk rock",
    "alternative rock",
    "music collaborations"
  ],
  "neighboring_domains": [
    "Eastern European music history",
    "Political music in the Balkans",
    "Pop music in the former Yugoslavia",
    "Music festivals in the Balkans",
    "Cultural history of the 1980s and 1990s"
  ],
  "ambiguity_note": "The cluster includes a mix of rock, pop, and folk influences, with some overlap into punk and alternative genres, making precise categorization challenging."
}
```


music reviews
album criticism
rock music
pop music
Robert Christgau
album analysis
music journalism
artist reception
retrospective reviews
genre evolution
critic commentary
album legacy

Music history
Cultural criticism
Artist biographies
Music industry trends
Genre studies

```json
{
  "label": "Music Album Reviews and Criticism",
  "summary": "This cluster centers on reviews and critical analyses of music albums, particularly from the rock and pop genres. It includes commentary from critics like Robert Christgau, and covers a range of albums, their reception, and stylistic interpretations.",
  "keywords": [
    "music reviews",
    "album criticism",
    "rock music",
    "pop music",
    "Robert Christgau",
    "album analysis",
    "music journalism",
    "artist reception",
    "retrospective reviews",
    "genre evolution",
    "critic commentary",
    "album legacy"
  ],
  "neighboring_domains": [
    "Music history",
    "Cultural criticism",
    "Artist biographies",
    "Music industry trends",
    "Genre studies"
  ],
  "ambiguity_note": "While the cluster is centered on music album reviews, some passages touch on broader cultural or biographical elements, introducing slight thematic variation."
}
```


police ranks
law enforcement
Indian Police Service
sub-inspector
state police
executive magistrate
police commissionerate
assistant sub-inspector
district superintendent
rank insignia
police stations
investigative powers

government administration
public safety
criminal justice system
military and paramilitary forces
local governance

```json
{
  "label": "Police Ranks and Law Enforcement Structure",
  "summary": "This cluster focuses on the hierarchical structure, ranks, and roles within police forces, particularly in India and similar systems. It includes details about the responsibilities of various ranks, recruitment processes, and the administrative and operational organization of state and local police departments.",
  "keywords": [
    "police ranks",
    "law enforcement",
    "Indian Police Service",
    "sub-inspector",
    "state police",
    "executive magistrate",
    "police commissionerate",
    "assistant sub-inspector",
    "district superintendent",
    "rank insignia",
    "police stations",
    "investigative powers"
  ],
  "neighboring_domains": [
    "government administration",
    "public safety",
    "criminal justice system",
    "military and paramilitary forces",
    "local governance"
  ],
  "ambiguity_note": "While the cluster centers on police ranks and law enforcement structures, some variation exists in the specific systems described across different regions and countries, which may introduce some ambiguity in the interpretation of roles and responsibilities."
}
```


secondary schools
academy status
UK education
school mergers
community schools
specialist colleges
sixth form
school trusts
educational reform
GCSEs and BTECs
school relocation
comprehensive schools

educational policy
school administration
local government
charitable education trusts
curriculum development

```json
{
  "label": "UK Secondary Schools and Academies",
  "summary": "This cluster contains information about various secondary schools and academies in the United Kingdom, including their locations, histories, educational offerings, and administrative structures. Many of these institutions have undergone name changes, mergers, or transitions to academy status, often with a focus on specific educational specialisms or community partnerships.",
  "keywords": [
    "secondary schools",
    "academy status",
    "UK education",
    "school mergers",
    "community schools",
    "specialist colleges",
    "sixth form",
    "school trusts",
    "educational reform",
    "GCSEs and BTECs",
    "school relocation",
    "comprehensive schools"
  ],
  "neighboring_domains": [
    "educational policy",
    "school administration",
    "local government",
    "charitable education trusts",
    "curriculum development"
  ],
  "ambiguity_note": "While the cluster centers on UK secondary schools and academies, some entries include defunct schools or describe historical changes, which may introduce some temporal or structural variability."
}
```


football management
soccer coaching
manager appointments
caretaker manager
team performance
English football clubs
relegation battles
assistant manager
FA Cup
League Two
managerial sacking
football transfers

sports history
English football leagues
sports coaching
team leadership
sports administration

```json
{
  "label": "Football Management and Coaching",
  "summary": "This cluster focuses on individuals involved in the management and coaching of football (soccer) teams, particularly in English football leagues. It includes accounts of managerial appointments, sackings, caretaker roles, and transitions between clubs, as well as the impact of these changes on team performance.",
  "keywords": [
    "football management",
    "soccer coaching",
    "manager appointments",
    "caretaker manager",
    "team performance",
    "English football clubs",
    "relegation battles",
    "assistant manager",
    "FA Cup",
    "League Two",
    "managerial sacking",
    "football transfers"
  ],
  "neighboring_domains": [
    "sports history",
    "English football leagues",
    "sports coaching",
    "team leadership",
    "sports administration"
  ],
  "ambiguity_note": "While the cluster centers on football management, some passages touch on broader club history or specific match outcomes, introducing slight thematic variation."
}
```


ancient Indian kingdoms
rulers and dynasties
Chaulukya dynasty
Chudasama dynasty
Paramara dynasty
Yadava dynasty
Gahadavala dynasty
Kalachuri dynasty
Chahamana dynasty
military campaigns
succession struggles
historical alliances

Indian medieval history
South Asian dynastic history
epic and legendary narratives
regional political history
ancient Indian warfare

```json
{
  "label": "Ancient Indian Kingdoms and Rulers",
  "summary": "This cluster contains information about various ancient Indian kingdoms, their rulers, dynasties, and historical events, including military campaigns, alliances, and succession struggles. The content reflects the political and cultural landscape of medieval India, with a focus on regional powers and their interactions.",
  "keywords": [
    "ancient Indian kingdoms",
    "rulers and dynasties",
    "Chaulukya dynasty",
    "Chudasama dynasty",
    "Paramara dynasty",
    "Yadava dynasty",
    "Gahadavala dynasty",
    "Kalachuri dynasty",
    "Chahamana dynasty",
    "military campaigns",
    "succession struggles",
    "historical alliances"
  ],
  "neighboring_domains": [
    "Indian medieval history",
    "South Asian dynastic history",
    "epic and legendary narratives",
    "regional political history",
    "ancient Indian warfare"
  ],
  "ambiguity_note": "Some passages blend historical accounts with bardic or legendary elements, making it difficult to distinguish purely factual content from myth or folklore."
}
```


space exploration
alien encounters
interstellar travel
science fiction
extraterrestrial life
spacecraft
conflict
telepathy
cybernetics
cosmic phenomena
robotics
interplanetary conflict

Alien Biology
Spacecraft Technology
Extraterrestrial Conflict
Futuristic Warfare
Astrophysics in Fiction

```json
{
  "label": "Science Fiction Space Adventures",
  "summary": "This cluster consists of science fiction narratives centered on space exploration, alien encounters, and interstellar conflict. The stories often involve human characters navigating extraterrestrial environments, facing unknown threats, and engaging with advanced or alien technologies.",
  "keywords": [
    "space exploration",
    "alien encounters",
    "interstellar travel",
    "science fiction",
    "extraterrestrial life",
    "spacecraft",
    "conflict",
    "telepathy",
    "cybernetics",
    "cosmic phenomena",
    "robotics",
    "interplanetary conflict"
  ],
  "neighboring_domains": [
    "Alien Biology",
    "Spacecraft Technology",
    "Extraterrestrial Conflict",
    "Futuristic Warfare",
    "Astrophysics in Fiction"
  ],
  "ambiguity_note": "While the cluster is centered on space adventures, some passages blend elements of fantasy or philosophical themes, creating a slight overlap with other speculative fiction genres."
}
```


African regional studies
Ethiopian ethnic groups
Census data analysis
Geographic information systems (GIS)
Cultural anthropology

```json
{
  "label": "Ethiopian Regional Geography and Demographics",
  "summary": "This cluster focuses on the administrative divisions, geographic locations, and demographic characteristics of various regions and woredas in Ethiopia, including population statistics, ethnic composition, religious affiliations, and linguistic diversity.",
  "keywords": [
    "Ethiopia",
    "woredas",
    "Amhara Region",
    "Oromia Region",
    "Southern Nations, Nationalities, and Peoples' Region",
    "population census",
    "ethnic groups",
    "religious demographics",
    "administrative zones",
    "Somali Region",
    "Gurage people",
    "Gambela Region"
  ],
  "neighboring_domains": [
    "African regional studies",
    "Ethiopian ethnic groups",
    "Census data analysis",
    "Geographic information systems (GIS)",
    "Cultural anthropology"
  ],
  "ambiguity_note": "Some passages overlap with broader topics like religious practices and ethnic identities, which may blur the cluster's focus on administrative and demographic data."
}
```


feminist cinema
women filmmakers
gender dynamics
sexual liberation
film festivals
female relationships
documentary film
women's autonomy
European cinema
lesbian themes
social constraints
film analysis

European film history
documentary filmmaking
gender studies
film festivals and culture
queer cinema

```json
{
  "label": "Women in Film and Feminist Themes",
  "summary": "This cluster centers on films and filmmakers that explore feminist themes, women's autonomy, and gender dynamics, often through the lens of personal relationships, societal constraints, and sexual liberation. The content spans fictional narratives, documentaries, and film festivals that highlight women's contributions to cinema and their struggles for independence.",
  "keywords": [
    "feminist cinema",
    "women filmmakers",
    "gender dynamics",
    "sexual liberation",
    "film festivals",
    "female relationships",
    "documentary film",
    "women's autonomy",
    "European cinema",
    "lesbian themes",
    "social constraints",
    "film analysis"
  ],
  "neighboring_domains": [
    "European film history",
    "documentary filmmaking",
    "gender studies",
    "film festivals and culture",
    "queer cinema"
  ],
  "ambiguity_note": "While the cluster is centered on feminist and women-focused themes, some entries touch on broader topics like personal relationships or historical settings, which may introduce some thematic overlap with adjacent domains."
}
```


rivers
Northwestern U.S.
Washington
Oregon
Montana
tributaries
wilderness areas
national forests
geography
ecology
recreation
watersheds

Pacific Northwest geography
North American rivers
National parks and forests
Ecology and conservation
Outdoor recreation

```json
{
  "label": "Northwestern U.S. Rivers",
  "summary": "This cluster focuses on rivers in the northwestern United States, particularly in Washington, Oregon, and Montana. The passages describe the geography, tributaries, and surrounding wilderness areas of various rivers, often highlighting their ecological significance and recreational use.",
  "keywords": [
    "rivers",
    "Northwestern U.S.",
    "Washington",
    "Oregon",
    "Montana",
    "tributaries",
    "wilderness areas",
    "national forests",
    "geography",
    "ecology",
    "recreation",
    "watersheds"
  ],
  "neighboring_domains": [
    "Pacific Northwest geography",
    "North American rivers",
    "National parks and forests",
    "Ecology and conservation",
    "Outdoor recreation"
  ],
  "ambiguity_note": "While the cluster centers on rivers in the northwestern U.S., some variation exists in the specific regions and ecological details described."
}
```


Quebec politics
National Assembly of Quebec
Parti Québécois
Quebec Liberal Party
political careers
municipal politics
political leaders
provincial elections
political movements
Quebec sovereignty
political cabinets
Quebec politicians

Canadian federal politics
Quebec sovereignty movement
Provincial governance
Political history of Quebec
Political parties in Canada

```json
{
  "label": "Quebec Politicians and Political Figures",
  "summary": "This cluster centers on prominent political figures from Quebec, Canada, including their roles in provincial and municipal politics, party affiliations, and key events in their careers. The content reflects a focus on individuals who have served in the National Assembly of Quebec, held ministerial positions, and contributed to political movements such as the Parti Québécois and the Bloc Québécois.",
  "keywords": [
    "Quebec politics",
    "National Assembly of Quebec",
    "Parti Québécois",
    "Quebec Liberal Party",
    "political careers",
    "municipal politics",
    "political leaders",
    "provincial elections",
    "political movements",
    "Quebec sovereignty",
    "political cabinets",
    "Quebec politicians"
  ],
  "neighboring_domains": [
    "Canadian federal politics",
    "Quebec sovereignty movement",
    "Provincial governance",
    "Political history of Quebec",
    "Political parties in Canada"
  ],
  "ambiguity_note": "While the cluster is centered on Quebec political figures, some entries touch on federal politics or cross-party affiliations, which may introduce some overlap with broader Canadian political domains."
}
```


Anglican church
parish church
Grade I listed
medieval architecture
Church of England
benefice
National Heritage List
Anglo-Saxon history
church restoration
architectural historian
Norman elements
diocese

English heritage sites
medieval architecture
religious history
Anglican church organization
conservation of historic buildings

```json
{
  "label": "Anglican Parish Churches",
  "summary": "This cluster consists of descriptions of historic Anglican parish churches in England, often with medieval origins, listed for their architectural and historical significance. Many are Grade I or II listed buildings and are part of larger benefices or mission groups.",
  "keywords": [
    "Anglican church",
    "parish church",
    "Grade I listed",
    "medieval architecture",
    "Church of England",
    "benefice",
    "National Heritage List",
    "Anglo-Saxon history",
    "church restoration",
    "architectural historian",
    "Norman elements",
    "diocese"
  ],
  "neighboring_domains": [
    "English heritage sites",
    "medieval architecture",
    "religious history",
    "Anglican church organization",
    "conservation of historic buildings"
  ],
  "ambiguity_note": "While the cluster centers on Anglican parish churches, some entries include variations in architectural periods and regional differences, which may introduce slight thematic variation."
}
```


political parties
Chilean politics
Argentine politics
Bolivian politics
Venezuelan politics
democratic transitions
presidential elections
political coalitions
left-wing movements
right-wing movements
political leaders
political alliances

Latin American history
democratic governance
political science
electoral systems
social movements

```json
{
  "label": "Latin American Political Movements and Parties",
  "summary": "This cluster centers on political parties, coalitions, and movements in Latin America, particularly in Chile, Argentina, Bolivia, and Venezuela. It includes descriptions of political transitions, coalition governments, presidential elections, and the roles of key political figures and parties in shaping democratic processes and political conflicts.",
  "keywords": [
    "political parties",
    "Chilean politics",
    "Argentine politics",
    "Bolivian politics",
    "Venezuelan politics",
    "democratic transitions",
    "presidential elections",
    "political coalitions",
    "left-wing movements",
    "right-wing movements",
    "political leaders",
    "political alliances"
  ],
  "neighboring_domains": [
    "Latin American history",
    "democratic governance",
    "political science",
    "electoral systems",
    "social movements"
  ],
  "ambiguity_note": "While the cluster is centered on political movements and parties in Latin America, some passages touch on economic reforms, indigenous rights, and political violence, which may overlap with adjacent domains."
}
```


German cinema
Nazi regime
film directors
anti-fascist films
post-war Germany
DEFA studio
Holocaust narratives
film production
national identity
propaganda films
East German cinema
Weimar Republic

European film history
Holocaust and World War II
Cultural resistance
Political propaganda
Film industry in authoritarian regimes

```json
{
  "label": "German Cinema and Nazi Era",
  "summary": "This cluster centers on German cinema, particularly its development during and after the Nazi era, with a focus on directors, films, and cultural figures who either participated in or critiqued the regime. It includes discussions of post-war reflections on national identity, anti-fascist narratives, and the legacy of film production in both East and West Germany.",
  "keywords": [
    "German cinema",
    "Nazi regime",
    "film directors",
    "anti-fascist films",
    "post-war Germany",
    "DEFA studio",
    "Holocaust narratives",
    "film production",
    "national identity",
    "propaganda films",
    "East German cinema",
    "Weimar Republic"
  ],
  "neighboring_domains": [
    "European film history",
    "Holocaust and World War II",
    "Cultural resistance",
    "Political propaganda",
    "Film industry in authoritarian regimes"
  ],
  "ambiguity_note": "While the cluster is centered on German cinema and the Nazi era, some passages touch on broader themes like post-war identity and international film movements, creating a slight overlap with adjacent domains."
}
```


medieval Latin texts
canon law
historical annals
ecclesiastical literature
monastic chronicles
Christian Church history
legal collections
biographical works
monastic manuscripts
early medieval sources
Latin Church Fathers
medieval canon collections

medieval history
Christian theology
legal history
monastic studies
medieval literature

```json
{
  "label": "Medieval Latin Historical and Canonical Texts",
  "summary": "This cluster centers on medieval Latin texts related to historical chronicles, canon law, and ecclesiastical literature, including annals, legal collections, biographies, and theological works from the early to high Middle Ages.",
  "keywords": [
    "medieval Latin texts",
    "canon law",
    "historical annals",
    "ecclesiastical literature",
    "monastic chronicles",
    "Christian Church history",
    "legal collections",
    "biographical works",
    "monastic manuscripts",
    "early medieval sources",
    "Latin Church Fathers",
    "medieval canon collections"
  ],
  "neighboring_domains": [
    "medieval history",
    "Christian theology",
    "legal history",
    "monastic studies",
    "medieval literature"
  ],
  "ambiguity_note": "While the cluster is centered on Latin historical and canonical texts, some entries touch on literary or linguistic works, introducing a degree of thematic overlap with broader medieval scholarship."
}
```


American football
National Football League (NFL)
All-America Football Conference (AAFC)
college football
professional athletes
coaching careers
sports biographies
mid-20th century sports
football players
athletic careers
sports teams
football history

sports history
college athletics
military service and sports
coaching in professional sports
biographies of athletes

```json
{
  "label": "American Football Players and Coaches",
  "summary": "This cluster contains biographical information about American football players and coaches who were active primarily in the mid-20th century, spanning the National Football League (NFL), All-America Football Conference (AAFC), and the American Football League (AFL). The passages describe their college careers, professional teams, and, in some cases, their post-playing coaching roles.",
  "keywords": [
    "American football",
    "National Football League (NFL)",
    "All-America Football Conference (AAFC)",
    "college football",
    "professional athletes",
    "coaching careers",
    "sports biographies",
    "mid-20th century sports",
    "football players",
    "athletic careers",
    "sports teams",
    "football history"
  ],
  "neighboring_domains": [
    "sports history",
    "college athletics",
    "military service and sports",
    "coaching in professional sports",
    "biographies of athletes"
  ],
  "ambiguity_note": "While the cluster centers on American football players and coaches, some entries include brief mentions of unrelated post-career activities or personal details, which may introduce minor thematic variation."
}
```


Toyota Camry
Nissan Cefiro
Daihatsu Mira
Mitsubishi Delica
Toyota Corolla
Japanese automotive models
vehicle specifications
engine variants
trim levels
regional market variations
kei cars
automotive production

automotive engineering
vehicle marketing
Japanese car industry
automotive design
transportation history

```json
{
  "label": "Japanese Compact and Mid-Size Vehicles",
  "summary": "This cluster focuses on various models of Japanese compact and mid-size cars and wagons produced by manufacturers such as Toyota, Nissan, Daihatsu, and Mitsubishi. The content covers model generations, engine specifications, trim levels, and regional variations, particularly in markets like Japan, Australia, and Southeast Asia.",
  "keywords": [
    "Toyota Camry",
    "Nissan Cefiro",
    "Daihatsu Mira",
    "Mitsubishi Delica",
    "Toyota Corolla",
    "Japanese automotive models",
    "vehicle specifications",
    "engine variants",
    "trim levels",
    "regional market variations",
    "kei cars",
    "automotive production"
  ],
  "neighboring_domains": [
    "automotive engineering",
    "vehicle marketing",
    "Japanese car industry",
    "automotive design",
    "transportation history"
  ],
  "ambiguity_note": "The cluster includes a mix of compact and mid-size vehicles, some of which overlap in market positioning or share platforms, which may cause some thematic overlap with neighboring domains."
}
```


Australian bush poetry
Banjo Paterson
Henry Lawson
bushranger novels
Australian national identity
rural Australian life
outback literature
The Bulletin Debate
Waltzing Matilda
The Man from Snowy River
Australian folklore
colonial Australian literature

Australian cultural history
Australian national identity
colonial literature
folklore and balladry
Australian Indigenous literature

```json
{
  "label": "Australian Bush Literature",
  "summary": "This cluster centers on Australian bush poetry and literature, focusing on the cultural and historical significance of rural and outback life in Australia. It includes works by prominent bush poets like Banjo Paterson and Henry Lawson, as well as related themes such as bushrangers, national identity, and the romanticization of the Australian landscape.",
  "keywords": [
    "Australian bush poetry",
    "Banjo Paterson",
    "Henry Lawson",
    "bushranger novels",
    "Australian national identity",
    "rural Australian life",
    "outback literature",
    "The Bulletin Debate",
    "Waltzing Matilda",
    "The Man from Snowy River",
    "Australian folklore",
    "colonial Australian literature"
  ],
  "neighboring_domains": [
    "Australian cultural history",
    "Australian national identity",
    "colonial literature",
    "folklore and balladry",
    "Australian Indigenous literature"
  ],
  "ambiguity_note": "While the cluster is centered on bush poetry and rural themes, some passages touch on broader Australian cultural and historical topics, introducing a degree of thematic overlap with adjacent domains."
}
```


non-profit organizations
community development
poverty alleviation
social services
homelessness prevention
youth programs
public health
faith-based organizations
education initiatives
community empowerment
affordable housing
substance abuse prevention

Public Policy and Advocacy
Urban Development
Health and Wellness
Education and Youth Development
Religious and Faith-Based Initiatives

```json
{
  "label": "Community and Social Services Organizations",
  "summary": "This cluster centers on non-profit and community-based organizations focused on social welfare, poverty alleviation, education, and public health. These organizations often provide direct services to vulnerable populations, including families, youth, seniors, and the homeless, and work to advocate for systemic change and community empowerment.",
  "keywords": [
    "non-profit organizations",
    "community development",
    "poverty alleviation",
    "social services",
    "homelessness prevention",
    "youth programs",
    "public health",
    "faith-based organizations",
    "education initiatives",
    "community empowerment",
    "affordable housing",
    "substance abuse prevention"
  ],
  "neighboring_domains": [
    "Public Policy and Advocacy",
    "Urban Development",
    "Health and Wellness",
    "Education and Youth Development",
    "Religious and Faith-Based Initiatives"
  ],
  "ambiguity_note": "While the cluster is centered on community and social services, some overlap exists with public health, education, and faith-based initiatives, reflecting the interconnected nature of these domains."
}
```


Maryland Route
U.S. Route
National Highway System
highway construction
interstate connections
transportation corridors
state highways
roadway history
interchanges
Baltimore-Washington region
expressways
freeways

transportation infrastructure
urban planning
regional geography
highway engineering
state transportation systems

```json
{
  "label": "Maryland State Highways and U.S. Routes",
  "summary": "This cluster focuses on descriptions of Maryland state highways and U.S. routes, detailing their construction history, intersections with other major roads, and their roles in the National Highway System. The passages emphasize connectivity between cities, towns, and major transportation corridors in Maryland.",
  "keywords": [
    "Maryland Route",
    "U.S. Route",
    "National Highway System",
    "highway construction",
    "interstate connections",
    "transportation corridors",
    "state highways",
    "roadway history",
    "interchanges",
    "Baltimore-Washington region",
    "expressways",
    "freeways"
  ],
  "neighboring_domains": [
    "transportation infrastructure",
    "urban planning",
    "regional geography",
    "highway engineering",
    "state transportation systems"
  ],
  "ambiguity_note": "While the cluster centers on Maryland highways and U.S. routes, some passages overlap with neighboring states or describe historical route changes, introducing minor thematic variation."
}
```


British politics
Conservative Party
Liberal Party
Labour Party
politicians
barristers
public servants
House of Commons
legal profession
World War I
political biographies
Knighthoods

British legal history
20th-century British history
political leadership
public administration
British aristocracy and gentry

```json
{
  "label": "British Political Figures",
  "summary": "This cluster consists of biographical entries for prominent British politicians and public servants, primarily from the late 19th to mid-20th century. The individuals are affiliated with major political parties such as the Conservative, Liberal, and Labour parties, and many held roles in government, the legal profession, or public administration.",
  "keywords": [
    "British politics",
    "Conservative Party",
    "Liberal Party",
    "Labour Party",
    "politicians",
    "barristers",
    "public servants",
    "House of Commons",
    "legal profession",
    "World War I",
    "political biographies",
    "Knighthoods"
  ],
  "neighboring_domains": [
    "British legal history",
    "20th-century British history",
    "political leadership",
    "public administration",
    "British aristocracy and gentry"
  ],
  "ambiguity_note": "While the cluster centers on British political figures, some entries include additional details about family, business, or military service, which may overlap with adjacent domains."
}
```


national football teams
FIFA World Cup qualification
UEFA European Championship
team performance
international matches
football history
qualifying campaigns
key players
tournaments
match results
team rankings
football managers

sports history
team sports
international sports competitions
European football
sports coaching

```json
{
  "label": "National Football Team Histories",
  "summary": "This cluster contains historical accounts of various national football (soccer) teams, focusing on their qualification campaigns, key matches, and performance in major tournaments such as the FIFA World Cup and UEFA European Championship.",
  "keywords": [
    "national football teams",
    "FIFA World Cup qualification",
    "UEFA European Championship",
    "team performance",
    "international matches",
    "football history",
    "qualifying campaigns",
    "key players",
    "tournaments",
    "match results",
    "team rankings",
    "football managers"
  ],
  "neighboring_domains": [
    "sports history",
    "team sports",
    "international sports competitions",
    "European football",
    "sports coaching"
  ],
  "ambiguity_note": "While the cluster centers on national football team histories, some passages include broader sports context or mention of individual players, which may introduce slight thematic variation."
}
```


colleges and universities
historical institutions
educational leadership
founding and development
presidents and trustees
historically black colleges
academic programs
campus history
educational reform
19th-century education
institutional growth
notable alumni

American history
higher education
civil rights and abolition
institutional architecture
religious education

```json
{
  "label": "Historical American Educational Institutions",
  "summary": "This cluster focuses on the history and development of various educational institutions in the United States, particularly colleges and universities, with an emphasis on their founding, leadership, and notable figures involved in their growth and governance.",
  "keywords": [
    "colleges and universities",
    "historical institutions",
    "educational leadership",
    "founding and development",
    "presidents and trustees",
    "historically black colleges",
    "academic programs",
    "campus history",
    "educational reform",
    "19th-century education",
    "institutional growth",
    "notable alumni"
  ],
  "neighboring_domains": [
    "American history",
    "higher education",
    "civil rights and abolition",
    "institutional architecture",
    "religious education"
  ],
  "ambiguity_note": "While the cluster centers on educational institutions, some passages touch on related themes like religious communities and civil rights, introducing a degree of thematic overlap."
}
```


cricket history
international cricket tours
English cricket teams
Australian cricket teams
Test cricket
cricket matches
notable cricketers
historical matches
cricket captains
early 20th century cricket
cricket in Australia
cricket in England

sports history
Australian sports culture
English sports culture
colonial sports development
biographies of athletes

```json
{
  "label": "Cricket History and Tours",
  "summary": "This cluster focuses on the history of cricket, particularly the development and significance of international and domestic cricket tours, key players, and notable events in the sport's early years in Australia and England.",
  "keywords": [
    "cricket history",
    "international cricket tours",
    "English cricket teams",
    "Australian cricket teams",
    "Test cricket",
    "cricket matches",
    "notable cricketers",
    "historical matches",
    "cricket captains",
    "early 20th century cricket",
    "cricket in Australia",
    "cricket in England"
  ],
  "neighboring_domains": [
    "sports history",
    "Australian sports culture",
    "English sports culture",
    "colonial sports development",
    "biographies of athletes"
  ],
  "ambiguity_note": "While the cluster centers on cricket history and tours, some passages touch on related topics like individual biographies and broader sports events, introducing slight thematic variation."
}
```


village life
sports clubs
community facilities
playgrounds
local parks
recreational activities
village halls
nature reserves
football
cricket
community events
public spaces

Rural development
Community planning
Sports and recreation
Local governance
Environmental conservation

```json
{
  "label": "Village Community and Recreation",
  "summary": "This cluster centers on descriptions of small villages and their local community facilities, including sports clubs, parks, playgrounds, and social organizations. The passages highlight the recreational and social infrastructure that supports local life, such as football and cricket clubs, nature reserves, and village halls.",
  "keywords": [
    "village life",
    "sports clubs",
    "community facilities",
    "playgrounds",
    "local parks",
    "recreational activities",
    "village halls",
    "nature reserves",
    "football",
    "cricket",
    "community events",
    "public spaces"
  ],
  "neighboring_domains": [
    "Rural development",
    "Community planning",
    "Sports and recreation",
    "Local governance",
    "Environmental conservation"
  ],
  "ambiguity_note": "While the cluster is centered on village life and recreation, some passages include military or industrial elements, suggesting a slight overlap with other domains."
}
```


university leadership
public administration
South Asian education
nonprofit organizations
academic research
public policy
social development
Pakistan institutions
Bangladesh academia
civil service
educational reform
NGO work

South Asian politics
international development
higher education systems
public health policy
Islamic scholarship

```json
{
  "label": "South Asian Academia and Public Service",
  "summary": "This cluster centers on individuals and institutions in South Asia, particularly Pakistan and Bangladesh, involved in higher education, public administration, and social development. It includes university leaders, academics, public officials, and NGO founders who contribute to education, policy, and community welfare.",
  "keywords": [
    "university leadership",
    "public administration",
    "South Asian education",
    "nonprofit organizations",
    "academic research",
    "public policy",
    "social development",
    "Pakistan institutions",
    "Bangladesh academia",
    "civil service",
    "educational reform",
    "NGO work"
  ],
  "neighboring_domains": [
    "South Asian politics",
    "international development",
    "higher education systems",
    "public health policy",
    "Islamic scholarship"
  ],
  "ambiguity_note": "While the cluster is centered on South Asian academia and public service, some entries touch on related fields like diplomacy, law, and religious leadership, introducing some thematic overlap."
}
```


Italian cinema
comedy films
commedia all'italiana
neorealismo rosa
film directors
Italian actors
Federico Fellini
Marcello Mastroianni
Vittorio De Sica
Alberto Sordi
Italian film history
cinematic movements

European cinema
film genres
cultural history
theater and stage
biographies of artists

```json
{
  "label": "Italian Cinema and Comedy",
  "summary": "This cluster centers on Italian cinema, particularly focusing on comedy and drama films from the mid-20th century. It includes notable directors, actors, and films that represent key movements such as 'commedia all'italiana' and 'neorealismo rosa', as well as the cultural and historical contexts in which they were produced.",
  "keywords": [
    "Italian cinema",
    "comedy films",
    "commedia all'italiana",
    "neorealismo rosa",
    "film directors",
    "Italian actors",
    "Federico Fellini",
    "Marcello Mastroianni",
    "Vittorio De Sica",
    "Alberto Sordi",
    "Italian film history",
    "cinematic movements"
  ],
  "neighboring_domains": [
    "European cinema",
    "film genres",
    "cultural history",
    "theater and stage",
    "biographies of artists"
  ],
  "ambiguity_note": "While the cluster is centered on Italian cinema and comedy, some entries touch on broader cultural themes or overlap with adjacent genres and movements, introducing a degree of thematic variation."
}
```


digital video
video encoding
MPEG standards
frame rates
color encoding
video compression
HDLC
interlaced video
bit rate
chroma subsampling
broadcast standards
data transmission

Telecommunications
Audio Compression
Computer Networking
Multimedia Systems
Broadcast Engineering

```json
{
  "label": "Digital Video and Encoding Standards",
  "summary": "This cluster focuses on digital video technologies, encoding standards, and related transmission protocols. It includes discussions on video compression, frame rates, color encoding, and various digital transmission formats used in broadcasting, storage, and streaming.",
  "keywords": [
    "digital video",
    "video encoding",
    "MPEG standards",
    "frame rates",
    "color encoding",
    "video compression",
    "HDLC",
    "interlaced video",
    "bit rate",
    "chroma subsampling",
    "broadcast standards",
    "data transmission"
  ],
  "neighboring_domains": [
    "Telecommunications",
    "Audio Compression",
    "Computer Networking",
    "Multimedia Systems",
    "Broadcast Engineering"
  ],
  "ambiguity_note": "While the cluster centers on digital video and encoding, some passages touch on related areas like data transmission and network protocols, introducing some overlap with adjacent domains."
}
```


urban redevelopment
public-private partnerships
city planning
infrastructure improvements
mixed-use development
public funding
zoning approvals
brownfield sites
tax increment financing
civic buildings
parking lots
cultural facilities

Real Estate Development
Public Policy and Urban Planning
Infrastructure and Construction
Economic Development
Civic and Cultural Institutions

```json
{
  "label": "Urban Redevelopment Projects",
  "summary": "This cluster focuses on urban redevelopment initiatives in various cities, particularly in the United States, involving negotiations between city officials and private developers, public funding, infrastructure improvements, and the transformation of underutilized or outdated spaces into mixed-use developments.",
  "keywords": [
    "urban redevelopment",
    "public-private partnerships",
    "city planning",
    "infrastructure improvements",
    "mixed-use development",
    "public funding",
    "zoning approvals",
    "brownfield sites",
    "tax increment financing",
    "civic buildings",
    "parking lots",
    "cultural facilities"
  ],
  "neighboring_domains": [
    "Real Estate Development",
    "Public Policy and Urban Planning",
    "Infrastructure and Construction",
    "Economic Development",
    "Civic and Cultural Institutions"
  ],
  "ambiguity_note": "While the cluster centers on urban redevelopment, some passages touch on related but distinct topics such as transportation infrastructure and public funding controversies, which may introduce some thematic overlap or ambiguity."
}
```


American Civil War
Confederate Army
U.S. Congress
politicians
military leaders
Southern United States
lawyers
secession
19th-century politicians
Union and Confederate service
political careers
legal profession

American Civil War history
19th-century American politics
military history
Southern U.S. history
legal and judicial history

```json
{
  "label": "Civil War Politicians and Military Leaders",
  "summary": "This cluster contains biographical information about American politicians and military leaders who were active during the mid-19th century, particularly during the American Civil War. Many of these individuals served in the Confederate States Army or held political office in the U.S. Congress before or after the war.",
  "keywords": [
    "American Civil War",
    "Confederate Army",
    "U.S. Congress",
    "politicians",
    "military leaders",
    "Southern United States",
    "lawyers",
    "secession",
    "19th-century politicians",
    "Union and Confederate service",
    "political careers",
    "legal profession"
  ],
  "neighboring_domains": [
    "American Civil War history",
    "19th-century American politics",
    "military history",
    "Southern U.S. history",
    "legal and judicial history"
  ],
  "ambiguity_note": "While the cluster centers on Civil War-era politicians and military figures, some entries include individuals who served in both the Union and Confederate forces, or who held political office before and after the war, creating some thematic overlap with broader political and military history."
}
```


New York towns
county history
hamlet
European settlement
Iroquois Confederacy
National Register of Historic Places
census data
historical landmarks
geographical boundaries
Revolutionary War
local industries
population statistics

American history
Native American history
regional geography
urban development
census data analysis

```json
{
  "label": "New York Town and County Histories",
  "summary": "This cluster contains historical and geographical information about towns, hamlets, and counties in New York State, including their founding, population data, notable landmarks, and indigenous and European settlement history.",
  "keywords": [
    "New York towns",
    "county history",
    "hamlet",
    "European settlement",
    "Iroquois Confederacy",
    "National Register of Historic Places",
    "census data",
    "historical landmarks",
    "geographical boundaries",
    "Revolutionary War",
    "local industries",
    "population statistics"
  ],
  "neighboring_domains": [
    "American history",
    "Native American history",
    "regional geography",
    "urban development",
    "census data analysis"
  ],
  "ambiguity_note": "The cluster includes a mix of geographic locations and historical details, with some overlap between town-specific and broader county-level information."
}
```


naval battles
Spanish ships
ship captures
Royal Navy
Trafalgar
privateers
galleons
frigates
Cape St. Vincent
battle tactics
colonial conflicts
shipwrecks

maritime history
colonial warfare
naval strategy
European military history
shipbuilding and naval technology

```json
{
  "label": "Naval Conflicts and Spanish Ships",
  "summary": "This cluster centers on historical naval battles and Spanish ship engagements, particularly during the 18th and 19th centuries. It includes descriptions of major battles, ship captures, and the roles of specific vessels and commanders in conflicts involving Spain and its adversaries.",
  "keywords": [
    "naval battles",
    "Spanish ships",
    "ship captures",
    "Royal Navy",
    "Trafalgar",
    "privateers",
    "galleons",
    "frigates",
    "Cape St. Vincent",
    "battle tactics",
    "colonial conflicts",
    "shipwrecks"
  ],
  "neighboring_domains": [
    "maritime history",
    "colonial warfare",
    "naval strategy",
    "European military history",
    "shipbuilding and naval technology"
  ],
  "ambiguity_note": "While the cluster is centered on naval conflicts and Spanish ships, some passages include privateering and colonial trade, which may blur the boundaries with adjacent domains like piracy and commerce."
}
```


Roman mythology
Greek mythology
Latin literature
poetic forms
elegy
iambus
Priamel
satyr play
mythological figures
erotic poetry
literary devices
ancient satire

Classical literature
Ancient philosophy
Mythology and folklore
Rhetoric and literary criticism
Ancient history

```json
{
  "label": "Ancient Roman and Greek Literature and Mythology",
  "summary": "This cluster centers on themes from ancient Roman and Greek literature, including mythological figures, poetic forms, and literary devices. It includes discussions of Roman and Greek gods, satirical and comedic characters, and literary genres such as elegy, iambus, and Priamel, often with a focus on moral, erotic, or satirical undertones.",
  "keywords": [
    "Roman mythology",
    "Greek mythology",
    "Latin literature",
    "poetic forms",
    "elegy",
    "iambus",
    "Priamel",
    "satyr play",
    "mythological figures",
    "erotic poetry",
    "literary devices",
    "ancient satire"
  ],
  "neighboring_domains": [
    "Classical literature",
    "Ancient philosophy",
    "Mythology and folklore",
    "Rhetoric and literary criticism",
    "Ancient history"
  ],
  "ambiguity_note": "While the cluster is centered on ancient literature and mythology, some passages touch on overlapping themes like moral allegory, satire, and religious symbolism, which may blur the boundaries with adjacent domains."
}
```


firearm laws
gun control
licensing requirements
firearm ownership
concealed carry
background checks
automatic weapons
shooting sports
self-defense
ammunition restrictions
mental health criteria
gun policy

public safety policy
criminal law
military and police regulations
hunting and sport shooting
mental health and legal rights

```json
{
  "label": "Firearms Regulation and Licensing",
  "summary": "This cluster focuses on the legal frameworks and policies governing the ownership, use, and regulation of firearms across different nations, with a particular emphasis on licensing requirements, restrictions on specific types of weapons, and the balance between public safety and individual rights.",
  "keywords": [
    "firearm laws",
    "gun control",
    "licensing requirements",
    "firearm ownership",
    "concealed carry",
    "background checks",
    "automatic weapons",
    "shooting sports",
    "self-defense",
    "ammunition restrictions",
    "mental health criteria",
    "gun policy"
  ],
  "neighboring_domains": [
    "public safety policy",
    "criminal law",
    "military and police regulations",
    "hunting and sport shooting",
    "mental health and legal rights"
  ],
  "ambiguity_note": "While the cluster centers on firearm regulation, some passages touch on related topics such as gun violence statistics and constitutional rights, which may introduce some thematic overlap with adjacent domains."
}
```


German manufacturing
industrial companies
engineering firms
automotive parts
machine tools
textile production
company history
family-owned businesses
industrial parks
railway equipment
precision scales
refractory materials

European industrial history
mechanical engineering
automotive manufacturing
corporate history
regional economic development

```json
{
  "label": "German Industrial Companies",
  "summary": "This cluster centers on descriptions of historical and contemporary German industrial and manufacturing companies, including their founding, evolution, key products, and locations. The passages highlight a range of industries such as machinery, automotive components, textiles, and engineering.",
  "keywords": [
    "German manufacturing",
    "industrial companies",
    "engineering firms",
    "automotive parts",
    "machine tools",
    "textile production",
    "company history",
    "family-owned businesses",
    "industrial parks",
    "railway equipment",
    "precision scales",
    "refractory materials"
  ],
  "neighboring_domains": [
    "European industrial history",
    "mechanical engineering",
    "automotive manufacturing",
    "corporate history",
    "regional economic development"
  ],
  "ambiguity_note": "While the cluster is centered on German industrial companies, some entries overlap with broader topics like regional development and historical events, introducing a degree of thematic variation."
}
```


Brexit
UK politics
European Union
Labour Party
Conservative Party
UKIP
2016 referendum
political leaders
Euroscepticism
Vote Leave
Remain campaign
political endorsements

British political history
European politics
Political campaigns
Party politics in the UK
Public opinion and elections

```json
{
  "label": "UK Politics and EU Referendum",
  "summary": "This cluster centers on UK political figures, parties, and events related to the 2016 European Union membership referendum, including debates over Brexit, party positions, and key political actors from Labour, Conservatives, UKIP, and other groups.",
  "keywords": [
    "Brexit",
    "UK politics",
    "European Union",
    "Labour Party",
    "Conservative Party",
    "UKIP",
    "2016 referendum",
    "political leaders",
    "Euroscepticism",
    "Vote Leave",
    "Remain campaign",
    "political endorsements"
  ],
  "neighboring_domains": [
    "British political history",
    "European politics",
    "Political campaigns",
    "Party politics in the UK",
    "Public opinion and elections"
  ],
  "ambiguity_note": "The cluster includes a mix of political figures, party positions, and referendum-related activities, with some overlap between pro-Remain and pro-Brexit perspectives."
}
```


gunfight
shootout
ambush
frontier violence
armed conflict
historical shooting
duel
military engagement
law enforcement confrontation
wild west
armed robbery
combat incident

law enforcement history
military history
criminal justice
western frontier history
armed conflict narratives

```json
{
  "label": "Gunfight and Shooting Incidents",
  "summary": "This cluster contains accounts of violent confrontations involving firearms, including gunfights, shootouts, and ambushes, often set in historical or frontier contexts. These passages describe the actions, motivations, and outcomes of individuals involved in such incidents, frequently highlighting the chaos and danger of the situations.",
  "keywords": [
    "gunfight",
    "shootout",
    "ambush",
    "frontier violence",
    "armed conflict",
    "historical shooting",
    "duel",
    "military engagement",
    "law enforcement confrontation",
    "wild west",
    "armed robbery",
    "combat incident"
  ],
  "neighboring_domains": [
    "law enforcement history",
    "military history",
    "criminal justice",
    "western frontier history",
    "armed conflict narratives"
  ],
  "ambiguity_note": "While the cluster centers on firearm-related violence, some passages overlap with broader themes such as law enforcement, military engagements, and criminal activity, making the boundaries somewhat fluid."
}
```


Pennsylvania townships
school districts
demographics
census data
income statistics
poverty rates
geographic boundaries
public education
rural communities
population statistics
municipal data
economic indicators

Regional economics
Public administration
Education policy
Demographic studies
Local government

```json
{
  "label": "Pennsylvania Townships and School Districts",
  "summary": "This cluster primarily consists of descriptions of townships and school districts in Pennsylvania, with a focus on demographic data, geographic boundaries, and economic statistics such as income levels and poverty rates.",
  "keywords": [
    "Pennsylvania townships",
    "school districts",
    "demographics",
    "census data",
    "income statistics",
    "poverty rates",
    "geographic boundaries",
    "public education",
    "rural communities",
    "population statistics",
    "municipal data",
    "economic indicators"
  ],
  "neighboring_domains": [
    "Regional economics",
    "Public administration",
    "Education policy",
    "Demographic studies",
    "Local government"
  ],
  "ambiguity_note": "While the cluster centers on Pennsylvania townships and school districts, some entries overlap with broader topics like regional demographics and education systems, creating a degree of thematic overlap."
}
```


Latin alphabet
diacritics
orthography
writing systems
phonetic representation
language scripts
alphabetic variations
digraphs
international auxiliary languages
phoneme representation
script extensions
language-specific adaptations

Linguistics
Typography
Phonetics
Language standardization
Unicode and character encoding

```json
{
  "label": "Alphabets and Diacritics",
  "summary": "This cluster focuses on the structure, usage, and variations of alphabets, particularly the Latin script, including diacritics, orthographic rules, and adaptations in different languages.",
  "keywords": [
    "Latin alphabet",
    "diacritics",
    "orthography",
    "writing systems",
    "phonetic representation",
    "language scripts",
    "alphabetic variations",
    "digraphs",
    "international auxiliary languages",
    "phoneme representation",
    "script extensions",
    "language-specific adaptations"
  ],
  "neighboring_domains": [
    "Linguistics",
    "Typography",
    "Phonetics",
    "Language standardization",
    "Unicode and character encoding"
  ],
  "ambiguity_note": "The cluster includes a mix of general alphabetic systems and more specific diacritic or orthographic rules, which may overlap with broader linguistic or typographic topics."
}
```


Piast dynasty
Dukes of Silesia
Polish nobility
Bohemian overlordship
Duchy of Bytom
Duchy of Cieszyn
Duchy of Opole
Duchy of Głogów
Polish-Hungarian relations
Feudal fragmentation
Duke Casimir
Duke Bolesław

Medieval European history
Polish history
Central European politics
Dynastic conflicts
Feudalism in Europe

```json
{
  "label": "Polish Dukes and Piast Dynasty",
  "summary": "This cluster focuses on the history of dukes and rulers from the Piast dynasty in Poland, particularly in Silesia and surrounding regions, detailing their political struggles, territorial divisions, and relationships with neighboring powers such as Bohemia and Hungary.",
  "keywords": [
    "Piast dynasty",
    "Dukes of Silesia",
    "Polish nobility",
    "Bohemian overlordship",
    "Duchy of Bytom",
    "Duchy of Cieszyn",
    "Duchy of Opole",
    "Duchy of Głogów",
    "Polish-Hungarian relations",
    "Feudal fragmentation",
    "Duke Casimir",
    "Duke Bolesław"
  ],
  "neighboring_domains": [
    "Medieval European history",
    "Polish history",
    "Central European politics",
    "Dynastic conflicts",
    "Feudalism in Europe"
  ],
  "ambiguity_note": "While the cluster centers on Piast dukes and their territories, some overlap exists with broader themes of medieval European feudalism and regional conflicts, which may introduce some thematic variation."
}
```


romantic relationships
supernatural elements
teenage protagonists
paranormal phenomena
school life
emotional struggles
unrequited love
mysterious events
character development
fantasy settings
social isolation
magical realism

Coming-of-age fiction
Fantasy literature
Mystery and thriller
Psychological drama
Anime and manga

```json
{
  "label": "Youthful Romance and Supernatural Encounters",
  "summary": "This cluster centers on stories involving young protagonists navigating complex emotional and romantic relationships, often intertwined with supernatural or paranormal elements. These narratives typically feature high school or university settings, where characters grapple with loneliness, unrequited love, and mysterious forces that influence their lives.",
  "keywords": [
    "romantic relationships",
    "supernatural elements",
    "teenage protagonists",
    "paranormal phenomena",
    "school life",
    "emotional struggles",
    "unrequited love",
    "mysterious events",
    "character development",
    "fantasy settings",
    "social isolation",
    "magical realism"
  ],
  "neighboring_domains": [
    "Coming-of-age fiction",
    "Fantasy literature",
    "Mystery and thriller",
    "Psychological drama",
    "Anime and manga"
  ],
  "ambiguity_note": "While the cluster is centered on youth and romance with supernatural elements, some passages blur the line between fantasy and psychological realism, making the boundaries of the theme somewhat fluid."
}
```


criminal sentencing
federal prison
legal proceedings
tax evasion
fraud
cybercrime
civil rights violations
probation
restitution
plea deals
legal appeals
criminal charges

white-collar crime
criminal justice system
cybersecurity and hacking
legal ethics
corporate law

```json
{
  "label": "Criminal Sentencing and Legal Cases",
  "summary": "This cluster centers on individuals involved in various criminal cases, including fraud, tax evasion, cybercrime, and civil rights violations, with a focus on their legal proceedings, sentencing, and prison terms.",
  "keywords": [
    "criminal sentencing",
    "federal prison",
    "legal proceedings",
    "tax evasion",
    "fraud",
    "cybercrime",
    "civil rights violations",
    "probation",
    "restitution",
    "plea deals",
    "legal appeals",
    "criminal charges"
  ],
  "neighboring_domains": [
    "white-collar crime",
    "criminal justice system",
    "cybersecurity and hacking",
    "legal ethics",
    "corporate law"
  ],
  "ambiguity_note": "While the cluster is centered on criminal legal cases, the specific nature of the crimes and the individuals involved varies, leading to some thematic overlap with adjacent legal and ethical domains."
}
```


Communist Workers' Party of Germany
Socialist Unity Party
Weimar Republic
Communist Party of Germany
Social Democratic Party
left communist
anti-parliamentarianism
Soviet occupation zone
political merger
resistance to National Socialism
Marxist political movements
German socialist organizations

European communist movements
Weimar Republic politics
German resistance to Nazism
Socialist internationalism
Political party history

```json
{
  "label": "German Leftist Political Movements",
  "summary": "This cluster centers on various leftist political parties, organizations, and individuals in Germany during the early to mid-20th century, particularly during the Weimar Republic and post-World War II periods. It includes Marxist, communist, and socialist groups, their ideological splits, and their interactions with the broader political landscape, including resistance to National Socialism and efforts to unify the left.",
  "keywords": [
    "Communist Workers' Party of Germany",
    "Socialist Unity Party",
    "Weimar Republic",
    "Communist Party of Germany",
    "Social Democratic Party",
    "left communist",
    "anti-parliamentarianism",
    "Soviet occupation zone",
    "political merger",
    "resistance to National Socialism",
    "Marxist political movements",
    "German socialist organizations"
  ],
  "neighboring_domains": [
    "European communist movements",
    "Weimar Republic politics",
    "German resistance to Nazism",
    "Socialist internationalism",
    "Political party history"
  ],
  "ambiguity_note": "While the cluster is centered on leftist political movements in Germany, some passages touch on related but distinct themes such as nationalist socialist parties or trade union activities, which may introduce some overlap or ambiguity."
}
```


demographics
townships
population density
household statistics
racial composition
U.S. counties
household types
census data
residential distribution
family structures
ethnic makeup
regional statistics

U.S. geography
census data
demographic analysis
regional demographics
sociology of family

```json
{
  "label": "Demographics of U.S. Townships",
  "summary": "This cluster contains passages describing the demographic and household characteristics of various townships across the United States, including racial composition, population density, and household structures.",
  "keywords": ["demographics", "townships", "population density", "household statistics", "racial composition", "U.S. counties", "household types", "census data", "residential distribution", "family structures", "ethnic makeup", "regional statistics"],
  "neighboring_domains": ["U.S. geography", "census data", "demographic analysis", "regional demographics", "sociology of family"],
  "ambiguity_note": "While the cluster centers on township demographics, some variation exists in the geographic regions and specific demographic details covered."
}
```


Greek politicians
Prime Ministers of Greece
Greek War of Independence
Macedonian Struggle
Nationalist movements
Greek Civil War
Ottoman Empire
Venizelos
Military coups
Political revolutions
Byzantine and Ottoman history
Greek political crises

European military history
Ottoman Empire history
Nationalism in the Balkans
Modern Greek history
Political revolutions

```json
{
  "label": "Greek Political History",
  "summary": "This cluster centers on prominent political figures, events, and movements in Greek history, particularly focusing on leadership roles, political upheavals, and nationalistic efforts during the 19th and early 20th centuries.",
  "keywords": [
    "Greek politicians",
    "Prime Ministers of Greece",
    "Greek War of Independence",
    "Macedonian Struggle",
    "Nationalist movements",
    "Greek Civil War",
    "Ottoman Empire",
    "Venizelos",
    "Military coups",
    "Political revolutions",
    "Byzantine and Ottoman history",
    "Greek political crises"
  ],
  "neighboring_domains": [
    "European military history",
    "Ottoman Empire history",
    "Nationalism in the Balkans",
    "Modern Greek history",
    "Political revolutions"
  ],
  "ambiguity_note": "While the cluster is centered on Greek political history, some passages touch on overlapping themes like military conflicts and nationalist movements, which may blur the boundaries with adjacent historical domains."
}
```


solar water heating
underfloor heating
heat pump
refrigeration
hydronics
chiller
building automation
heat exchanger
renewable heat
cooling systems
domestic hot water
energy efficiency

renewable energy
HVAC systems
building energy management
thermodynamics
sustainable architecture

```json
{
  "label": "Heating and Cooling Systems",
  "summary": "This cluster focuses on various technologies and systems for heating and cooling, including solar water heating, underfloor heating, heat pumps, refrigeration, and hydronic systems. It emphasizes energy efficiency, heat transfer methods, and integration with building automation and renewable energy sources.",
  "keywords": [
    "solar water heating",
    "underfloor heating",
    "heat pump",
    "refrigeration",
    "hydronics",
    "chiller",
    "building automation",
    "heat exchanger",
    "renewable heat",
    "cooling systems",
    "domestic hot water",
    "energy efficiency"
  ],
  "neighboring_domains": [
    "renewable energy",
    "HVAC systems",
    "building energy management",
    "thermodynamics",
    "sustainable architecture"
  ],
  "ambiguity_note": "The cluster includes a mix of heating and cooling technologies, some of which overlap in application and components, making precise categorization challenging."
}
```


Uganda districts
Rwanda districts
Tanzania regions
Agriculture
Humanist schools
Tourism
Border towns
Administrative divisions
Economic activities
Cultural sites
Population statistics
Geographical features

African geography
Regional economics
Cultural anthropology
Political administration
Tourism development

```json
{
  "label": "African Regional Districts and Towns",
  "summary": "This cluster contains information about various districts, towns, and regions in East and Central Africa, focusing on their administrative structure, economic activities, cultural aspects, and geographical features.",
  "keywords": [
    "Uganda districts",
    "Rwanda districts",
    "Tanzania regions",
    "Agriculture",
    "Humanist schools",
    "Tourism",
    "Border towns",
    "Administrative divisions",
    "Economic activities",
    "Cultural sites",
    "Population statistics",
    "Geographical features"
  ],
  "neighboring_domains": [
    "African geography",
    "Regional economics",
    "Cultural anthropology",
    "Political administration",
    "Tourism development"
  ],
  "ambiguity_note": "Some passages describe similar administrative structures across different countries, which may cause slight overlap with broader regional or national topics."
}
```


autonomism
anarchism
Marxism
socialism
anti-capitalism
class struggle
self-governance
collectivism
individualism
political philosophy
state critique
free association

Political science
Economics
Sociology
Philosophy of history
Revolutionary movements

```json
{
  "label": "Political and Economic Theories",
  "summary": "This cluster centers on political and economic ideologies, particularly those related to autonomy, anarchism, socialism, and anti-capitalism. It includes discussions of Marxist theory, anarchist thought, and critiques of state and capitalist structures, emphasizing themes of self-governance, class struggle, and alternative models of social organization.",
  "keywords": [
    "autonomism",
    "anarchism",
    "Marxism",
    "socialism",
    "anti-capitalism",
    "class struggle",
    "self-governance",
    "collectivism",
    "individualism",
    "political philosophy",
    "state critique",
    "free association"
  ],
  "neighboring_domains": [
    "Political science",
    "Economics",
    "Sociology",
    "Philosophy of history",
    "Revolutionary movements"
  ],
  "ambiguity_note": "The cluster spans a range of related but distinct ideologies, including anarchism, Marxism, and libertarianism, which may overlap or conflict in their core principles, making a single unifying theme somewhat fuzzy."
}
```


metro lines
suburban railways
light rail
urban transit
railway extensions
public transport
intermodal connections
railway stations
commuter rail
rail infrastructure
public transportation systems
railway operations

public transportation planning
urban infrastructure
railway engineering
city logistics
transport policy

```json
{
  "label": "Urban Rail Transit Systems",
  "summary": "This cluster focuses on urban rail transit systems, including metro lines, suburban railways, and light rail services in various cities. It covers infrastructure, operations, extensions, and interconnections with other transport networks.",
  "keywords": [
    "metro lines",
    "suburban railways",
    "light rail",
    "urban transit",
    "railway extensions",
    "public transport",
    "intermodal connections",
    "railway stations",
    "commuter rail",
    "rail infrastructure",
    "public transportation systems",
    "railway operations"
  ],
  "neighboring_domains": [
    "public transportation planning",
    "urban infrastructure",
    "railway engineering",
    "city logistics",
    "transport policy"
  ],
  "ambiguity_note": "While the cluster centers on urban rail systems, some passages touch on broader topics like historical transport or international rail services, introducing slight thematic variation."
}
```


World War I
Palestine Campaign
Battle of Beersheba
Ottoman Empire
British Empire
Light Horse Regiments
Desert Mounted Corps
Imperial Camel Corps
Gaza-Beersheba line
Military strategy
Cavalry charges
Artillery fire

Middle Eastern military history
World War I battles
British military operations
Ottoman military tactics
Cavalry warfare

```json
{
  "label": "World War I Palestine Campaigns",
  "summary": "This cluster focuses on military operations and battles during World War I in the Palestine region, particularly involving the British Empire and Ottoman forces. It includes descriptions of cavalry charges, artillery bombardments, and strategic movements during key battles such as the Battle of Beersheba and the Southern Palestine Offensive.",
  "keywords": [
    "World War I",
    "Palestine Campaign",
    "Battle of Beersheba",
    "Ottoman Empire",
    "British Empire",
    "Light Horse Regiments",
    "Desert Mounted Corps",
    "Imperial Camel Corps",
    "Gaza-Beersheba line",
    "Military strategy",
    "Cavalry charges",
    "Artillery fire"
  ],
  "neighboring_domains": [
    "Middle Eastern military history",
    "World War I battles",
    "British military operations",
    "Ottoman military tactics",
    "Cavalry warfare"
  ],
  "ambiguity_note": "While the cluster centers on World War I campaigns in Palestine, some passages overlap with broader themes of military logistics and desert warfare, introducing slight thematic variation."
}
```


scientific journals
peer review
impact factor
publishing companies
research dissemination
journal indexing
open access
scientific communication
journal citation reports
academic publishing
research evaluation
journal metrics

Academic Research
Library and Information Science
Science Policy
Digital Publishing
Education and Pedagogy

```json
{
  "label": "Scientific Journals and Publishing",
  "summary": "This cluster centers on academic journals and the publishing ecosystem in the sciences, including journal descriptions, peer review processes, impact factors, and the role of publishers and indexing services in scientific communication.",
  "keywords": [
    "scientific journals",
    "peer review",
    "impact factor",
    "publishing companies",
    "research dissemination",
    "journal indexing",
    "open access",
    "scientific communication",
    "journal citation reports",
    "academic publishing",
    "research evaluation",
    "journal metrics"
  ],
  "neighboring_domains": [
    "Academic Research",
    "Library and Information Science",
    "Science Policy",
    "Digital Publishing",
    "Education and Pedagogy"
  ],
  "ambiguity_note": "While the cluster is centered on scientific publishing, some overlap exists with broader topics like research evaluation and open access, which may introduce some thematic variation."
}
```


Tokyo Imperial University
Japanese intellectuals
Meiji Restoration
South Manchurian Railway
Buddhist scholars
Diplomacy
Academic leaders
Cultural figures
Public service
International relations
Educational reform
Zen Buddhism

Japanese history
Academic institutions
Buddhism in Japan
Diplomatic relations
Modern Japanese literature

```json
{
  "label": "Prominent Japanese Intellectuals and Public Figures",
  "summary": "This cluster consists of biographical passages about influential Japanese individuals, primarily from the late 19th to mid-20th century, who were involved in academia, government, business, and cultural institutions. Many were associated with Tokyo Imperial University or other prestigious institutions, and their careers often spanned international engagement, education, and public service.",
  "keywords": [
    "Tokyo Imperial University",
    "Japanese intellectuals",
    "Meiji Restoration",
    "South Manchurian Railway",
    "Buddhist scholars",
    "Diplomacy",
    "Academic leaders",
    "Cultural figures",
    "Public service",
    "International relations",
    "Educational reform",
    "Zen Buddhism"
  ],
  "neighboring_domains": [
    "Japanese history",
    "Academic institutions",
    "Buddhism in Japan",
    "Diplomatic relations",
    "Modern Japanese literature"
  ],
  "ambiguity_note": "While the cluster centers on notable Japanese public and intellectual figures, some entries overlap with cultural or religious domains, and a few individuals have mixed professional backgrounds, making strict categorization challenging."
}
```


Communist Party USA
Socialist Party of America
Young People's Socialist League
COINTELPRO
labor movement
Marxist-Leninist
anti-war activism
civil rights
political repression
revolutionary organizations
left-wing politics
U.S. labor unions

U.S. labor history
Cold War politics
civil rights movement
anti-war movements
political repression in the U.S.

```json
{
  "label": "U.S. Communist and Socialist Movements",
  "summary": "This cluster focuses on the history, organizations, and political activities of communist and socialist movements in the United States, including their ideological evolution, labor ties, government responses, and interactions with civil rights and anti-war efforts.",
  "keywords": [
    "Communist Party USA",
    "Socialist Party of America",
    "Young People's Socialist League",
    "COINTELPRO",
    "labor movement",
    "Marxist-Leninist",
    "anti-war activism",
    "civil rights",
    "political repression",
    "revolutionary organizations",
    "left-wing politics",
    "U.S. labor unions"
  ],
  "neighboring_domains": [
    "U.S. labor history",
    "Cold War politics",
    "civil rights movement",
    "anti-war movements",
    "political repression in the U.S."
  ],
  "ambiguity_note": "The cluster includes a range of left-wing groups with varying ideologies and time periods, which may introduce some overlap with broader political movements and historical events."
}
```


rock music
metal music
grunge
song lyrics
live performances
music videos
alternative rock
heavy metal
song covers
band biographies
album tracks
music genres

music history
band biographies
music production
pop culture references
music festivals

```json
{
  "label": "Rock and Metal Songs",
  "summary": "This cluster centers on songs from rock and metal genres, including tracks by bands like Nirvana, Deftones, Fugazi, and Judas Priest. The content includes song descriptions, lyrics, live performances, and covers, with a focus on alternative, grunge, and heavy metal styles.",
  "keywords": [
    "rock music",
    "metal music",
    "grunge",
    "song lyrics",
    "live performances",
    "music videos",
    "alternative rock",
    "heavy metal",
    "song covers",
    "band biographies",
    "album tracks",
    "music genres"
  ],
  "neighboring_domains": [
    "music history",
    "band biographies",
    "music production",
    "pop culture references",
    "music festivals"
  ],
  "ambiguity_note": "While the cluster is centered on rock and metal songs, some entries touch on related topics like music production techniques and cultural impact, introducing a degree of thematic overlap."
}
```


Australian rules football
VFL
footballer
career
goals
premiership
best and fairest
defender
forward
rover
interstate representative
club history

sports history
Australian sports leagues
biographies
team sports
athletic performance

```json
{
  "label": "Australian Rules Football Players",
  "summary": "This cluster consists of biographical passages about notable Australian rules football players, primarily from the Victorian Football League (VFL), detailing their careers, achievements, and roles within the sport.",
  "keywords": ["Australian rules football", "VFL", "footballer", "career", "goals", "premiership", "best and fairest", "defender", "forward", "rover", "interstate representative", "club history"],
  "neighboring_domains": ["sports history", "Australian sports leagues", "biographies", "team sports", "athletic performance"],
  "ambiguity_note": "While the cluster centers on VFL footballers, some variation exists in the specific roles and eras covered, and a few entries mention post-football careers or family connections."
}
```


picture books
children's literature
illustrators
publishing houses
children's authors
book series
children's reading
illustrated stories
children's book awards
educational books
children's fantasy
book collaborations

children's education
literary awards
illustration techniques
publishing industry
children's media adaptations

```json
{
  "label": "Children's Picture Books and Authors",
  "summary": "This cluster centers on children's picture books, including notable authors, illustrators, and publishing houses that have contributed to the genre. It highlights key works, series, and creative collaborations that have shaped the development and popularity of picture books for young readers.",
  "keywords": [
    "picture books",
    "children's literature",
    "illustrators",
    "publishing houses",
    "children's authors",
    "book series",
    "children's reading",
    "illustrated stories",
    "children's book awards",
    "educational books",
    "children's fantasy",
    "book collaborations"
  ],
  "neighboring_domains": [
    "children's education",
    "literary awards",
    "illustration techniques",
    "publishing industry",
    "children's media adaptations"
  ],
  "ambiguity_note": "While the cluster is centered on children's picture books, some entries touch on related areas like educational reading schemes or media adaptations, which may introduce slight thematic overlap with adjacent domains."
}
```


Somali Civil War
Ethiopian–Somali conflict
Transitional Federal Government
Islamic Courts Union
Puntland
Greater Somalia
Somali factions
Somali political history
African Union
Somali reconciliation
Ethiopian military intervention
Somali regional administrations

African conflicts
Somali political history
Ethiopian military history
Islamic movements in Africa
Horn of Africa geopolitics

```json
{
  "label": "Somali Civil War and Regional Conflicts",
  "summary": "This cluster focuses on the Somali Civil War and its related conflicts, including political developments, factional struggles, and the Ethiopian–Somali territorial disputes. It covers the formation of regional administrations, the role of external actors like Ethiopia, and the impact of Islamist groups such as the Islamic Courts Union.",
  "keywords": [
    "Somali Civil War",
    "Ethiopian–Somali conflict",
    "Transitional Federal Government",
    "Islamic Courts Union",
    "Puntland",
    "Greater Somalia",
    "Somali factions",
    "Somali political history",
    "African Union",
    "Somali reconciliation",
    "Ethiopian military intervention",
    "Somali regional administrations"
  ],
  "neighboring_domains": [
    "African conflicts",
    "Somali political history",
    "Ethiopian military history",
    "Islamic movements in Africa",
    "Horn of Africa geopolitics"
  ],
  "ambiguity_note": "The cluster includes overlapping themes such as regional administration formation, factional warfare, and international involvement, which may blur the boundaries between distinct events and actors."
}
```


Sydney light rail
Melbourne railways
railway extensions
CBD transport
tram networks
public transport
railway infrastructure
urban transit
railway lines
transport planning
intermodal transport
railway stations

Australian public transportation
urban infrastructure
railway engineering
city planning
transport policy

```json
{
  "label": "Australian Urban Rail and Light Rail Systems",
  "summary": "This cluster focuses on urban rail and light rail systems in major Australian cities, particularly Sydney and Melbourne, including their development, extensions, and integration with other transport modes like buses and trams.",
  "keywords": [
    "Sydney light rail",
    "Melbourne railways",
    "railway extensions",
    "CBD transport",
    "tram networks",
    "public transport",
    "railway infrastructure",
    "urban transit",
    "railway lines",
    "transport planning",
    "intermodal transport",
    "railway stations"
  ],
  "neighboring_domains": [
    "Australian public transportation",
    "urban infrastructure",
    "railway engineering",
    "city planning",
    "transport policy"
  ],
  "ambiguity_note": "While the cluster centers on urban rail and light rail systems, some passages touch on freight rail or historical tram operations, introducing slight thematic variation."
}
```


copyright law
moral rights
public domain
fair use
intellectual property
copyright infringement
exclusive rights
limitations and exceptions
authorship
registration requirements
international copyright
user rights

Intellectual property law
Digital rights management
Cultural and creative industries
Legal theory and philosophy
Media and entertainment law

```json
{
  "label": "Copyright Law and Rights",
  "summary": "This cluster focuses on the legal framework and principles surrounding copyright, including its protections, limitations, exceptions, and moral rights across various jurisdictions. It covers the conditions for copyright eligibility, enforcement, and the balance between creators' rights and public access.",
  "keywords": [
    "copyright law",
    "moral rights",
    "public domain",
    "fair use",
    "intellectual property",
    "copyright infringement",
    "exclusive rights",
    "limitations and exceptions",
    "authorship",
    "registration requirements",
    "international copyright",
    "user rights"
  ],
  "neighboring_domains": [
    "Intellectual property law",
    "Digital rights management",
    "Cultural and creative industries",
    "Legal theory and philosophy",
    "Media and entertainment law"
  ],
  "ambiguity_note": "While the cluster centers on copyright law, some passages touch on related but distinct areas such as moral rights, public domain, and digital content, which may introduce some thematic overlap with adjacent legal domains."
}
```


tornado outbreak
severe weather
storm system
EF3 tornado
severe thunderstorms
wind damage
hail damage
snowfall
severe flooding
storm prediction center
cyclone movement
record-breaking rainfall

Meteorology
Natural disasters
Atmospheric science
Emergency management
Climate events

```json
{
  "label": "Tornado Outbreaks and Severe Weather Events",
  "summary": "This cluster focuses on major tornado outbreaks and associated severe weather events in the United States and surrounding regions, including details on storm systems, tornado intensity, casualties, and secondary impacts like flooding and snowfall.",
  "keywords": [
    "tornado outbreak",
    "severe weather",
    "storm system",
    "EF3 tornado",
    "severe thunderstorms",
    "wind damage",
    "hail damage",
    "snowfall",
    "severe flooding",
    "storm prediction center",
    "cyclone movement",
    "record-breaking rainfall"
  ],
  "neighboring_domains": [
    "Meteorology",
    "Natural disasters",
    "Atmospheric science",
    "Emergency management",
    "Climate events"
  ],
  "ambiguity_note": "While the cluster centers on tornado outbreaks, some passages also describe overlapping weather phenomena such as blizzards, flooding, and winter storms, which may blur the boundaries with other severe weather categories."
}
```


women's football
national teams
FIFA World Cup
Olympic Games
soccer players
club careers
international tournaments
midfielders
defenders
forward players
W-League
NWSL

sports biographies
women's sports history
professional football clubs
Olympic sports
youth sports development

```json
{
  "label": "Women's International Football Players",
  "summary": "This cluster focuses on female athletes who have played for national teams in international football competitions, including FIFA World Cups, Olympic Games, and youth tournaments. It includes details about their club careers, tournament performances, and career milestones.",
  "keywords": [
    "women's football",
    "national teams",
    "FIFA World Cup",
    "Olympic Games",
    "soccer players",
    "club careers",
    "international tournaments",
    "midfielders",
    "defenders",
    "forward players",
    "W-League",
    "NWSL"
  ],
  "neighboring_domains": [
    "sports biographies",
    "women's sports history",
    "professional football clubs",
    "Olympic sports",
    "youth sports development"
  ],
  "ambiguity_note": "While the cluster centers on women's international football, some passages mention club teams and regional leagues, which may overlap with broader sports or club-specific domains."
}
```


Indianapolis 500
CART
USAC
Team Penske
Al Unser
Mario Andretti
Tom Sneva
A. J. Foyt
Chip Ganassi Racing
NASCAR
Motorsport history
Racing teams

NASCAR racing
Motorsport history
Automotive engineering
Sports biographies
Racing technology

```json
{
  "label": "Indy Racing and Drivers",
  "summary": "This cluster focuses on events, teams, and drivers in the context of major American open-wheel and stock car racing, particularly the Indianapolis 500 and related series such as CART and USAC. It includes race results, driver careers, team histories, and notable moments in motorsport.",
  "keywords": [
    "Indianapolis 500",
    "CART",
    "USAC",
    "Team Penske",
    "Al Unser",
    "Mario Andretti",
    "Tom Sneva",
    "A. J. Foyt",
    "Chip Ganassi Racing",
    "NASCAR",
    "Motorsport history",
    "Racing teams"
  ],
  "neighboring_domains": [
    "NASCAR racing",
    "Motorsport history",
    "Automotive engineering",
    "Sports biographies",
    "Racing technology"
  ],
  "ambiguity_note": "While the cluster centers on motorsport, some passages blend open-wheel and stock car racing, creating a mixed but coherent focus on American racing history and personalities."
}
```


mental disorder
mood disorder
personality disorder
psychotic disorder
depression
schizophrenia
delusional disorder
anxiety
neurotransmitter systems
diagnostic criteria
comorbidity
self-disorder

Neurology
Psychopharmacology
Cognitive Psychology
Behavioral Disorders
Developmental Psychology

```json
{
  "label": "Mental Health and Psychiatric Disorders",
  "summary": "This cluster focuses on a range of mental health conditions, including mood disorders, personality disorders, psychotic disorders, and related psychological phenomena. It covers diagnostic criteria, symptoms, comorbidities, and underlying biological and psychological factors.",
  "keywords": [
    "mental disorder",
    "mood disorder",
    "personality disorder",
    "psychotic disorder",
    "depression",
    "schizophrenia",
    "delusional disorder",
    "anxiety",
    "neurotransmitter systems",
    "diagnostic criteria",
    "comorbidity",
    "self-disorder"
  ],
  "neighboring_domains": [
    "Neurology",
    "Psychopharmacology",
    "Cognitive Psychology",
    "Behavioral Disorders",
    "Developmental Psychology"
  ],
  "ambiguity_note": "The cluster includes a mix of specific disorders and broader psychological concepts, with some overlap between diagnostic categories and related phenomena such as self-perception and cognitive functioning."
}
```


Homo erectus
Homo sapiens
Neanderthals
Denisovans
Paleolithic
human evolution
early human migrations
Acheulian tools
Mousterian tools
archaic humans
interbreeding
Lower Paleolithic

Prehistoric archaeology
Anthropology
Genetics and human ancestry
Paleontology
Cultural evolution

```json
{
  "label": "Human Evolution and Prehistoric Migrations",
  "summary": "This cluster focuses on the evolution of early humans, including various hominin species such as Homo erectus, Homo neanderthalensis, and Homo sapiens, as well as their migrations, interbreeding, and technological developments during the Paleolithic and Stone Age periods.",
  "keywords": [
    "Homo erectus",
    "Homo sapiens",
    "Neanderthals",
    "Denisovans",
    "Paleolithic",
    "human evolution",
    "early human migrations",
    "Acheulian tools",
    "Mousterian tools",
    "archaic humans",
    "interbreeding",
    "Lower Paleolithic"
  ],
  "neighboring_domains": [
    "Prehistoric archaeology",
    "Anthropology",
    "Genetics and human ancestry",
    "Paleontology",
    "Cultural evolution"
  ],
  "ambiguity_note": "The cluster includes some overlapping topics such as tool technologies and regional migrations, which may blur the distinction between purely evolutionary and archaeological themes."
}
```