shipwrecks
maritime disasters
passenger ships
cargo ships
ship collisions
sinking incidents
Red Cross Line
White Star Line
Atlantic crossings
historical shipwrecks
maritime safety
rescue operations

Maritime history
Oceanic transportation
Disaster response
Historical shipbuilding
Transatlantic travel

```json
{
  "label": "Historic Shipwrecks and Maritime Disasters",
  "summary": "This cluster focuses on historical accounts of shipwrecks, maritime disasters, and notable incidents involving passenger and cargo ships, particularly in the 19th and early 20th centuries. It includes descriptions of ship collisions, sinkings, and the human and operational impacts of these events.",
  "keywords": [
    "shipwrecks",
    "maritime disasters",
    "passenger ships",
    "cargo ships",
    "ship collisions",
    "sinking incidents",
    "Red Cross Line",
    "White Star Line",
    "Atlantic crossings",
    "historical shipwrecks",
    "maritime safety",
    "rescue operations"
  ],
  "neighboring_domains": [
    "Maritime history",
    "Oceanic transportation",
    "Disaster response",
    "Historical shipbuilding",
    "Transatlantic travel"
  ],
  "ambiguity_note": "While the cluster centers on maritime disasters, some entries also touch on ship operations, crew biographies, and related historical events, introducing some thematic variation."
}
```


art museums
collections
exhibitions
museum architecture
outdoor art
contemporary art
art education
museum history
public art
art conservation
museum programs
visionary art

Cultural institutions
Visual arts
Educational programs
Public art spaces
Art history

```json
{
  "label": "Art Museums and Collections",
  "summary": "This cluster centers on art museums and their associated collections, exhibitions, educational programs, and architectural features. It includes descriptions of various institutions, their founding histories, curatorial approaches, and roles in preserving and showcasing art across different styles and periods.",
  "keywords": [
    "art museums",
    "collections",
    "exhibitions",
    "museum architecture",
    "outdoor art",
    "contemporary art",
    "art education",
    "museum history",
    "public art",
    "art conservation",
    "museum programs",
    "visionary art"
  ],
  "neighboring_domains": [
    "Cultural institutions",
    "Visual arts",
    "Educational programs",
    "Public art spaces",
    "Art history"
  ],
  "ambiguity_note": "While the cluster is centered on art museums, some entries touch on specific artists or broader cultural themes, introducing slight variation in focus."
}
```


football players
Southeast Asia
Malaysia
Singapore
Brunei
youth teams
national teams
S.League
Hassanal Bolkiah Trophy
AFC tournaments
international matches
domestic leagues

sports biographies
youth sports development
Asian football leagues
national sports teams
Southeast Asian sports history

```json
{
  "label": "Southeast Asian Football Players",
  "summary": "This cluster contains biographical and career-related information about football (soccer) players from Southeast Asia, particularly from Malaysia, Singapore, and Brunei. The passages highlight their participation in domestic and international competitions, youth development, and notable performances in regional tournaments.",
  "keywords": [
    "football players",
    "Southeast Asia",
    "Malaysia",
    "Singapore",
    "Brunei",
    "youth teams",
    "national teams",
    "S.League",
    "Hassanal Bolkiah Trophy",
    "AFC tournaments",
    "international matches",
    "domestic leagues"
  ],
  "neighboring_domains": [
    "sports biographies",
    "youth sports development",
    "Asian football leagues",
    "national sports teams",
    "Southeast Asian sports history"
  ],
  "ambiguity_note": "While the cluster centers on Southeast Asian football players, some passages overlap with broader topics like international sports tournaments and youth development programs, creating a degree of thematic overlap with adjacent domains."
}
```


autophagy
ubiquitin-proteasome system
cancer signaling
NF-κB
MAPK pathway
T cell activation
protein degradation
cell survival
tumor suppressors
oncogenes
lysosomal function
inflammatory response

Cancer biology
Immunology
Cell signaling
Molecular pathology
Protein homeostasis

```json
{
  "label": "Cellular Stress and Cancer Signaling",
  "summary": "This cluster focuses on molecular mechanisms related to cellular stress responses, protein degradation pathways, and their roles in cancer progression and immune regulation. It includes processes such as autophagy, ubiquitin-proteasome system (UPS), and signaling pathways like MAPK and NF-κB, which are central to cell survival, proliferation, and tumorigenesis.",
  "keywords": [
    "autophagy",
    "ubiquitin-proteasome system",
    "cancer signaling",
    "NF-κB",
    "MAPK pathway",
    "T cell activation",
    "protein degradation",
    "cell survival",
    "tumor suppressors",
    "oncogenes",
    "lysosomal function",
    "inflammatory response"
  ],
  "neighboring_domains": [
    "Cancer biology",
    "Immunology",
    "Cell signaling",
    "Molecular pathology",
    "Protein homeostasis"
  ],
  "ambiguity_note": "While the cluster centers on cellular stress and cancer signaling, some passages touch on broader topics like heart failure and neurodegeneration, indicating some overlap with other biological domains."
}
```


Depressariidae
moth species
forewings
wingspan
Edward Meyrick
geographic distribution
dark grey markings
white coloration
fuscous spots
costa
dorsum
taxonomic description

Lepidoptera taxonomy
Entomology
Insect morphology
Tropical ecology
Biogeography

```json
{
  "label": "Depressariidae Moth Species",
  "summary": "This cluster contains descriptions of various species of moths in the family Depressariidae, focusing on their physical characteristics, geographic distribution, and taxonomic details.",
  "keywords": [
    "Depressariidae",
    "moth species",
    "forewings",
    "wingspan",
    "Edward Meyrick",
    "geographic distribution",
    "dark grey markings",
    "white coloration",
    "fuscous spots",
    "costa",
    "dorsum",
    "taxonomic description"
  ],
  "neighboring_domains": [
    "Lepidoptera taxonomy",
    "Entomology",
    "Insect morphology",
    "Tropical ecology",
    "Biogeography"
  ],
  "ambiguity_note": "While the cluster is centered on Depressariidae moths, some variation exists in the specific species and geographic regions mentioned, which may reflect the diversity within the family."
}
```


horse racing
flat racing
National Hunt
Group 1 race
British racing
Ireland racing
racecourse
Thoroughbred
jockey
trainer
race history
steeplechase

equestrian sports
sports history
betting and gambling
British culture
animal sports

```json
{
  "label": "British and Irish Horse Racing Events",
  "summary": "This cluster centers on various flat and National Hunt horse racing events primarily in Great Britain and Ireland, including details on race formats, distances, age restrictions, notable winners, and historical background.",
  "keywords": [
    "horse racing",
    "flat racing",
    "National Hunt",
    "Group 1 race",
    "British racing",
    "Ireland racing",
    "racecourse",
    "Thoroughbred",
    "jockey",
    "trainer",
    "race history",
    "steeplechase"
  ],
  "neighboring_domains": [
    "equestrian sports",
    "sports history",
    "betting and gambling",
    "British culture",
    "animal sports"
  ],
  "ambiguity_note": "While the cluster is centered on horse racing events, some variation exists between flat and National Hunt races, and a few entries include international or mixed contexts, such as French or Australian events."
}
```


Star Wars
Star Wars films
Star Wars video games
Star Wars novels
Star Wars characters
Jedi
Sith
Darth Vader
Luke Skywalker
Rebel Alliance
Galactic Empire
Lightsaber

Science Fiction Media
Video Game Franchises
Film and Television Series
Fan Fiction and Fan Films
Fictional Universes and Lore

```json
{
  "label": "Star Wars Franchise Media",
  "summary": "This cluster centers on various forms of media and content within the Star Wars universe, including video games, novels, films, and characters. It highlights the interconnected stories, characters, and settings from the original and prequel trilogies, as well as spin-offs and fan-made works.",
  "keywords": [
    "Star Wars",
    "Star Wars films",
    "Star Wars video games",
    "Star Wars novels",
    "Star Wars characters",
    "Jedi",
    "Sith",
    "Darth Vader",
    "Luke Skywalker",
    "Rebel Alliance",
    "Galactic Empire",
    "Lightsaber"
  ],
  "neighboring_domains": [
    "Science Fiction Media",
    "Video Game Franchises",
    "Film and Television Series",
    "Fan Fiction and Fan Films",
    "Fictional Universes and Lore"
  ],
  "ambiguity_note": "The cluster includes a mix of canonical and non-canon content, as well as fan-made works, which may introduce some thematic overlap and variation in tone and authority."
}
```


football club seasons
European competitions
UEFA Europa League
Albanian Superliga
team transfers
key players
cup finals
domestic league performance
match results
player goals
championship standings
club history

sports analytics
football player biographies
European football history
sports team management
Albanian football

```json
{
  "label": "European Football Club Seasons",
  "summary": "This cluster focuses on the performance and events of various European football clubs during specific seasons, including league standings, European competition participation, key player contributions, and notable matches or transfers.",
  "keywords": [
    "football club seasons",
    "European competitions",
    "UEFA Europa League",
    "Albanian Superliga",
    "team transfers",
    "key players",
    "cup finals",
    "domestic league performance",
    "match results",
    "player goals",
    "championship standings",
    "club history"
  ],
  "neighboring_domains": [
    "sports analytics",
    "football player biographies",
    "European football history",
    "sports team management",
    "Albanian football"
  ],
  "ambiguity_note": "While the cluster centers on football club seasons, some variation exists in the geographic focus and level of detail, with some content overlapping into broader sports history or player-specific narratives."
}
```


steam locomotives
diesel locomotives
rail museums
preservation
railroad history
locomotive models
railway heritage
museum exhibits
railroad companies
restoration
historical rail operations
railway artifacts

transportation history
railway engineering
museum curation
industrial heritage
historical preservation

```json
{
  "label": "Historic Locomotives and Rail Museums",
  "summary": "This cluster focuses on historic locomotives, their preservation, and their display in museums across the United States. It includes a variety of steam and diesel engines, their technical specifications, historical service, and current status in museums or on shortline railways.",
  "keywords": [
    "steam locomotives",
    "diesel locomotives",
    "rail museums",
    "preservation",
    "railroad history",
    "locomotive models",
    "railway heritage",
    "museum exhibits",
    "railroad companies",
    "restoration",
    "historical rail operations",
    "railway artifacts"
  ],
  "neighboring_domains": [
    "transportation history",
    "railway engineering",
    "museum curation",
    "industrial heritage",
    "historical preservation"
  ],
  "ambiguity_note": "While the cluster centers on historic locomotives and museums, some passages touch on technical specifications or modern rebuilds, which may slightly blur the focus on purely historical content."
}
```


Puerto Rico politics
statehood movement
New Progressive Party
Popular Democratic Party
political leaders
governance
political organizations
Resident Commissioner
legislative roles
political campaigns
island status debates
public service

Caribbean political history
U.S. territorial governance
Latin American political movements
island sovereignty debates
local government administration

```json
{
  "label": "Puerto Rican Political Figures and Movements",
  "summary": "This cluster centers on Puerto Rican political figures, organizations, and movements, particularly those involved in statehood advocacy, governance, and party politics. It includes individuals from both major political parties, as well as organizations and events that have shaped the island's political landscape.",
  "keywords": [
    "Puerto Rico politics",
    "statehood movement",
    "New Progressive Party",
    "Popular Democratic Party",
    "political leaders",
    "governance",
    "political organizations",
    "Resident Commissioner",
    "legislative roles",
    "political campaigns",
    "island status debates",
    "public service"
  ],
  "neighboring_domains": [
    "Caribbean political history",
    "U.S. territorial governance",
    "Latin American political movements",
    "island sovereignty debates",
    "local government administration"
  ],
  "ambiguity_note": "While the cluster is centered on Puerto Rican political figures and movements, some passages touch on broader themes like international trade agreements or academic roles, introducing slight thematic variation."
}
```


indigenous peoples
cultural practices
ancestral rituals
tribal communities
traditional beliefs
communal living
subsistence lifestyles
spiritual customs
kinship structures
ethnic groups
ritual ceremonies
sacred objects

Anthropology
Ethnic Studies
Religious Practices
Sociocultural Systems
Indigenous Languages

```json
{
  "label": "Indigenous Cultural Practices and Social Structures",
  "summary": "This cluster centers on the cultural, social, and religious practices of various indigenous ethnic groups across different regions. It includes descriptions of traditional lifestyles, family structures, rituals, spiritual beliefs, and community organization, often highlighting the importance of ancestral ties, communal living, and subsistence activities.",
  "keywords": [
    "indigenous peoples",
    "cultural practices",
    "ancestral rituals",
    "tribal communities",
    "traditional beliefs",
    "communal living",
    "subsistence lifestyles",
    "spiritual customs",
    "kinship structures",
    "ethnic groups",
    "ritual ceremonies",
    "sacred objects"
  ],
  "neighboring_domains": [
    "Anthropology",
    "Ethnic Studies",
    "Religious Practices",
    "Sociocultural Systems",
    "Indigenous Languages"
  ],
  "ambiguity_note": "While the cluster is centered on indigenous cultural practices, some variation exists in the specific traditions and regional contexts described, which may overlap with broader topics like religious studies or social anthropology."
}
```


Polish historians
World War II resistance
Polish independence movement
Scouting in Poland
Polish intellectuals
Underground education
Polish political activists
Historical figures
Polish cultural heritage
20th-century Polish history

European history
Military history
Cultural heritage
Political resistance movements
Educational history

```json
{
  "label": "Polish Historians and Activists",
  "summary": "This cluster centers on notable Polish individuals who contributed to history, education, and national identity, particularly through roles as historians, writers, educators, and resistance figures during and after World War II.",
  "keywords": [
    "Polish historians",
    "World War II resistance",
    "Polish independence movement",
    "Scouting in Poland",
    "Polish intellectuals",
    "Underground education",
    "Polish political activists",
    "Historical figures",
    "Polish cultural heritage",
    "20th-century Polish history"
  ],
  "neighboring_domains": [
    "European history",
    "Military history",
    "Cultural heritage",
    "Political resistance movements",
    "Educational history"
  ],
  "ambiguity_note": "The cluster includes a mix of historical figures from different eras and roles, with some overlap into cultural and political domains."
}
```


Airbus A320neo
Airbus A220
Airbus A340
Airbus A350 XWB
narrow-body aircraft
aircraft modifications
fuel efficiency
aircraft orders
Boeing 737 MAX
aircraft production
Sharklets
corporate jets

Commercial aviation
Aircraft manufacturing
Airlines and fleet management
Aircraft engines and technology
Air transport economics

```json
{
  "label": "Airbus Aircraft and Variants",
  "summary": "This cluster focuses on various models and developments within the Airbus aircraft lineup, particularly the A320neo family, A220, A340, and A350 XWB. It includes details on production, orders, modifications, and competition with other manufacturers like Boeing and Bombardier.",
  "keywords": [
    "Airbus A320neo",
    "Airbus A220",
    "Airbus A340",
    "Airbus A350 XWB",
    "narrow-body aircraft",
    "aircraft modifications",
    "fuel efficiency",
    "aircraft orders",
    "Boeing 737 MAX",
    "aircraft production",
    "Sharklets",
    "corporate jets"
  ],
  "neighboring_domains": [
    "Commercial aviation",
    "Aircraft manufacturing",
    "Airlines and fleet management",
    "Aircraft engines and technology",
    "Air transport economics"
  ],
  "ambiguity_note": "While the cluster centers on Airbus aircraft, it occasionally overlaps with topics like cargo aircraft and corporate jets, introducing some thematic variation."
}
```


Canadian politicians
legal academics
public service
university education
federal government
diplomacy
Canadian history
political careers
judicial roles
academic leadership
military service
Order of Canada

Canadian history
political science
law and legal studies
education administration
international relations

```json
{
  "label": "Canadian Politicians and Academics",
  "summary": "This cluster primarily consists of biographical entries for notable Canadian individuals who have made significant contributions in the fields of politics, law, education, and public service. Many of these individuals held academic positions, served in government, or were involved in shaping Canada's post-war policies and institutions.",
  "keywords": [
    "Canadian politicians",
    "legal academics",
    "public service",
    "university education",
    "federal government",
    "diplomacy",
    "Canadian history",
    "political careers",
    "judicial roles",
    "academic leadership",
    "military service",
    "Order of Canada"
  ],
  "neighboring_domains": [
    "Canadian history",
    "political science",
    "law and legal studies",
    "education administration",
    "international relations"
  ],
  "ambiguity_note": "While the cluster centers on Canadian politicians and academics, some entries include individuals with notable military or business careers, introducing a degree of thematic overlap with adjacent domains."
}
```


British House of Commons
parliamentary constituencies
pocket boroughs
political reform
MPs and elections
Whig and Tory politics
disfranchisement
by-elections
political patronage
1832 Reform Act
corruption in elections
historical political figures

British political history
electoral reform
constitutional history
British aristocracy and politics
18th-19th century British society

```json
{
  "label": "British Parliamentary History",
  "summary": "This cluster focuses on historical figures, constituencies, and political practices in the British House of Commons, particularly during the 18th and 19th centuries. It includes discussions of parliamentary elections, pocket boroughs, reform efforts, and the political careers of various MPs.",
  "keywords": [
    "British House of Commons",
    "parliamentary constituencies",
    "pocket boroughs",
    "political reform",
    "MPs and elections",
    "Whig and Tory politics",
    "disfranchisement",
    "by-elections",
    "political patronage",
    "1832 Reform Act",
    "corruption in elections",
    "historical political figures"
  ],
  "neighboring_domains": [
    "British political history",
    "electoral reform",
    "constitutional history",
    "British aristocracy and politics",
    "18th-19th century British society"
  ],
  "ambiguity_note": "While the cluster centers on British parliamentary history, some passages touch on broader political movements or individual careers, creating a slight overlap with adjacent historical and political domains."
}
```


Chilean expansionism
Chilenization
Immigration to Chile
War of the Pacific
European immigrants
Araucanía
Central Chile
Rail transport in Chile
Mapuche
Spanish Civil War refugees
Italian Chileans
Scottish Chileans

South American geopolitics
Latin American immigration
Colonial and post-colonial history
Economic development in Chile
Indigenous relations in South America

```json
{
  "label": "Chilean territorial expansion and immigration",
  "summary": "This cluster centers on Chile's historical territorial expansion, particularly in the 19th and early 20th centuries, and the immigration patterns that accompanied or resulted from it. It includes themes such as the Chilenization of northern regions, the integration of new territories, and the influence of European and other immigrant groups in shaping Chile's demographic and economic landscape.",
  "keywords": [
    "Chilean expansionism",
    "Chilenization",
    "Immigration to Chile",
    "War of the Pacific",
    "European immigrants",
    "Araucanía",
    "Central Chile",
    "Rail transport in Chile",
    "Mapuche",
    "Spanish Civil War refugees",
    "Italian Chileans",
    "Scottish Chileans"
  ],
  "neighboring_domains": [
    "South American geopolitics",
    "Latin American immigration",
    "Colonial and post-colonial history",
    "Economic development in Chile",
    "Indigenous relations in South America"
  ],
  "ambiguity_note": "While the cluster is centered on Chilean territorial expansion and immigration, some passages touch on related but distinct topics such as anti-Chilean sentiment and the history of rail transport, which may introduce some thematic overlap or variation."
}
```


detective fiction
whodunit
mystery novels
Hercule Poirot
Sherlock Holmes
crime-solving
classic literature
British authors
murder mysteries
amateur detectives
Scotland Yard
crime thrillers

crime fiction
historical fiction
suspense and thriller
short story collections
genre literature

```json
{
  "label": "Classic Mystery and Detective Fiction",
  "summary": "This cluster centers on mystery and detective fiction, particularly classic and whodunit novels featuring amateur and professional detectives, crime-solving narratives, and recurring characters such as Hercule Poirot, Sir Henry Merrivale, and Sherlock Holmes. The stories often involve clever plots, red herrings, and dramatic crime scenes.",
  "keywords": [
    "detective fiction",
    "whodunit",
    "mystery novels",
    "Hercule Poirot",
    "Sherlock Holmes",
    "crime-solving",
    "classic literature",
    "British authors",
    "murder mysteries",
    "amateur detectives",
    "Scotland Yard",
    "crime thrillers"
  ],
  "neighboring_domains": [
    "crime fiction",
    "historical fiction",
    "suspense and thriller",
    "short story collections",
    "genre literature"
  ],
  "ambiguity_note": "While the cluster is centered on mystery and detective fiction, some variation exists in tone and sub-genre, including humorous crime novels and modern reinterpretations of classic detective tropes."
}
```


Roman Republic
Roman Empire
magistrates
senate
equestrian order
consuls
imperium
cursus honorum
plebeians
patricians
provinces
social hierarchy

Ancient Roman military
Roman law
Classical antiquity governance
Social stratification in antiquity
Roman political history

```json
{
  "label": "Roman Political and Social Structure",
  "summary": "This cluster focuses on the political and social systems of ancient Rome, including the roles of magistrates, the Senate, the equestrian order, and the evolution of governance from the Republic to the Empire. It highlights the interplay between legal authority, military command, and social hierarchy.",
  "keywords": [
    "Roman Republic",
    "Roman Empire",
    "magistrates",
    "senate",
    "equestrian order",
    "consuls",
    "imperium",
    "cursus honorum",
    "plebeians",
    "patricians",
    "provinces",
    "social hierarchy"
  ],
  "neighboring_domains": [
    "Ancient Roman military",
    "Roman law",
    "Classical antiquity governance",
    "Social stratification in antiquity",
    "Roman political history"
  ],
  "ambiguity_note": "While the cluster centers on Roman political and social systems, some passages touch on military and administrative practices, creating a slight overlap with adjacent domains."
}
```


Umayyad Caliphate
Ayyubid dynasty
Abbasid Caliphate
Yemen
governors
tribal conflicts
succession struggles
caliphs
political history
Middle East
dynastic rule
historical figures

Medieval Islamic history
Arab tribal history
Yemeni history
Caliphate administration
Middle Eastern political dynasties

```json
{
  "label": "Islamic Dynastic and Political History",
  "summary": "This cluster centers on historical figures and events in Islamic political and dynastic history, particularly in the context of the Umayyad, Ayyubid, and Abbasid caliphates, as well as regional rulers and tribal leaders in the Middle East and Yemen. It includes accounts of governance, succession struggles, tribal conflicts, and the rise and fall of dynasties.",
  "keywords": [
    "Umayyad Caliphate",
    "Ayyubid dynasty",
    "Abbasid Caliphate",
    "Yemen",
    "governors",
    "tribal conflicts",
    "succession struggles",
    "caliphs",
    "political history",
    "Middle East",
    "dynastic rule",
    "historical figures"
  ],
  "neighboring_domains": [
    "Medieval Islamic history",
    "Arab tribal history",
    "Yemeni history",
    "Caliphate administration",
    "Middle Eastern political dynasties"
  ],
  "ambiguity_note": "While the cluster is centered on Islamic political history, some passages touch on overlapping themes such as tribal governance and regional conflicts, which may blur the boundaries with related historical domains."
}
```


Christian sacraments
ordination
priesthood
confirmation
Eucharist
liturgy
bishops
Catholic Church
anointing of the sick
baptism
presbyterium
sacred rites

Christian theology
ecclesiastical hierarchy
liturgical practices
religious rituals
Christian denominations

```json
{
  "label": "Christian Sacraments and Ordination",
  "summary": "This cluster focuses on the sacraments, liturgical practices, and ordination processes within Christianity, particularly in Catholic and related traditions. It includes discussions of priesthood, confirmation, the Eucharist, and the roles of bishops, priests, and deacons in administering these sacred rites.",
  "keywords": [
    "Christian sacraments",
    "ordination",
    "priesthood",
    "confirmation",
    "Eucharist",
    "liturgy",
    "bishops",
    "Catholic Church",
    "anointing of the sick",
    "baptism",
    "presbyterium",
    "sacred rites"
  ],
  "neighboring_domains": [
    "Christian theology",
    "ecclesiastical hierarchy",
    "liturgical practices",
    "religious rituals",
    "Christian denominations"
  ],
  "ambiguity_note": "While the cluster centers on Christian sacraments and ordination, some passages touch on broader liturgical or theological concepts, and a few reference non-Catholic or ecumenical perspectives, which may introduce some thematic variation."
}
```


literary criticism
structuralism
semiotics
metaphor
literary theory
aesthetics
nominalism
Objectivism (poetry)
intentional fallacy
formalism
philosophy of art
literary tradition

Philosophy of Language
Cultural Studies
Rhetoric and Rhetorical Theory
History of Ideas
Poetics

```json
{
  "label": "Literary Theory and Criticism",
  "summary": "This cluster centers on the theoretical and critical approaches to literature, including structuralism, semiotics, literary movements, and philosophical interpretations of art and language. It explores how meaning is constructed, deconstructed, and interpreted in literary works, often drawing on historical, cultural, and philosophical contexts.",
  "keywords": [
    "literary criticism",
    "structuralism",
    "semiotics",
    "metaphor",
    "literary theory",
    "aesthetics",
    "nominalism",
    "Objectivism (poetry)",
    "intentional fallacy",
    "formalism",
    "philosophy of art",
    "literary tradition"
  ],
  "neighboring_domains": [
    "Philosophy of Language",
    "Cultural Studies",
    "Rhetoric and Rhetorical Theory",
    "History of Ideas",
    "Poetics"
  ],
  "ambiguity_note": "While the cluster is centered on literary theory and criticism, some passages touch on broader philosophical or aesthetic themes, creating a degree of overlap with adjacent domains like philosophy of art and cultural theory."
}
```


professional cycling
bicycle manufacturers
Tour de France
Olympic cycling
time trials
velodrome
mountain biking
UCI World Championships
cycling teams
track cycling
cyclocross
BMX racing

sports technology
athletic training
competitive sports
bicycle design and engineering
triathlon

```json
{
  "label": "Professional Cycling and Bicycles",
  "summary": "This cluster focuses on professional cycling, including athletes, teams, and bicycle manufacturers that have played significant roles in competitive cycling events such as the Tour de France, Olympics, and World Championships. It highlights achievements in road racing, time trials, mountain biking, and velodrome events.",
  "keywords": [
    "professional cycling",
    "bicycle manufacturers",
    "Tour de France",
    "Olympic cycling",
    "time trials",
    "velodrome",
    "mountain biking",
    "UCI World Championships",
    "cycling teams",
    "track cycling",
    "cyclocross",
    "BMX racing"
  ],
  "neighboring_domains": [
    "sports technology",
    "athletic training",
    "competitive sports",
    "bicycle design and engineering",
    "triathlon"
  ],
  "ambiguity_note": "While the cluster centers on professional cycling, some passages touch on related disciplines like triathlon and mountain biking, introducing a degree of thematic overlap."
}
```


Jesus
Gospels
New Testament
Historical reliability
Resurrection
Early Christianity
Canonical texts
Apostles
Jewish Christian traditions
Names and titles of Jesus
Synoptic Gospels
Apocryphal writings

Christian theology
Biblical studies
Early church history
Jewish religious traditions
Religious hermeneutics

```json
{
  "label": "Jesus and the Gospels",
  "summary": "This cluster centers on the historical and religious significance of Jesus, particularly as depicted in the New Testament Gospels. It includes discussions of Jesus's life, teachings, miracles, crucifixion, and resurrection, as well as the historical reliability and origins of the Gospel texts. The cluster also touches on the development of early Christian beliefs and the theological interpretations of Jesus's titles and roles.",
  "keywords": [
    "Jesus",
    "Gospels",
    "New Testament",
    "Historical reliability",
    "Resurrection",
    "Early Christianity",
    "Canonical texts",
    "Apostles",
    "Jewish Christian traditions",
    "Names and titles of Jesus",
    "Synoptic Gospels",
    "Apocryphal writings"
  ],
  "neighboring_domains": [
    "Christian theology",
    "Biblical studies",
    "Early church history",
    "Jewish religious traditions",
    "Religious hermeneutics"
  ],
  "ambiguity_note": "The cluster spans both historical and theological perspectives on Jesus, with some overlap into apocryphal and non-canonical texts, which may introduce interpretative and chronological uncertainty."
}
```


bacterial infection
pathogen
respiratory tract infection
skin infection
opportunistic infection
diagnosis
antibiotic treatment
immunocompromised
abscess
pneumonia
lymphadenitis
Staphylococcus

Immunology
Infectious Diseases
Microbiology
Respiratory Diseases
Dermatology

```json
{
  "label": "Bacterial Infections and Pathogens",
  "summary": "This cluster focuses on various bacterial infections and the pathogens responsible for them, including their symptoms, diagnostic methods, and treatment. It covers a range of bacteria that cause diseases in humans, particularly those affecting the respiratory tract, skin, and soft tissues, as well as opportunistic infections in immunocompromised individuals.",
  "keywords": [
    "bacterial infection",
    "pathogen",
    "respiratory tract infection",
    "skin infection",
    "opportunistic infection",
    "diagnosis",
    "antibiotic treatment",
    "immunocompromised",
    "abscess",
    "pneumonia",
    "lymphadenitis",
    "Staphylococcus"
  ],
  "neighboring_domains": [
    "Immunology",
    "Infectious Diseases",
    "Microbiology",
    "Respiratory Diseases",
    "Dermatology"
  ],
  "ambiguity_note": "While the cluster centers on bacterial infections, some passages overlap with fungal infections or broader immune-related conditions, introducing some thematic variation."
}
```


Israeli music
pop music
protest songs
Israeli artists
Arab-Israeli collaboration
music genres
cultural identity
music history
Hebrew lyrics
musical fusion
military bands
ethnic music

Arab music in Israel
Jewish cultural identity
Middle Eastern music
political music
music history

```json
{
  "label": "Israeli Music and Artists",
  "summary": "This cluster focuses on the music of Israel, including its historical development, key artists, and cultural significance. It highlights Israeli musicians, their contributions to pop, folk, and protest music, as well as collaborations between Jewish and Arab artists.",
  "keywords": [
    "Israeli music",
    "pop music",
    "protest songs",
    "Israeli artists",
    "Arab-Israeli collaboration",
    "music genres",
    "cultural identity",
    "music history",
    "Hebrew lyrics",
    "musical fusion",
    "military bands",
    "ethnic music"
  ],
  "neighboring_domains": [
    "Arab music in Israel",
    "Jewish cultural identity",
    "Middle Eastern music",
    "political music",
    "music history"
  ],
  "ambiguity_note": "While the cluster centers on Israeli music and artists, some passages touch on broader themes like political protest and cultural fusion, which may overlap with adjacent domains."
}
```


Idaho counties
rural settlements
county seats
mining history
population statistics
Oregon Trail
gold rush
historical development
ranching
stagecoach stops
Native American reservations
economic activities

Western U.S. history
Mining and mineral resources
Settlement and migration patterns
Local government and administration
Tourism and recreation in rural areas

```json
{
  "label": "Rural Idaho Counties and Settlements",
  "summary": "This cluster focuses on rural counties and small settlements in Idaho and surrounding regions, emphasizing their historical development, population statistics, and economic activities such as mining, ranching, and tourism. It includes descriptions of county seats, early settlements, and the impact of historical events like the Oregon Trail and gold rushes.",
  "keywords": [
    "Idaho counties",
    "rural settlements",
    "county seats",
    "mining history",
    "population statistics",
    "Oregon Trail",
    "gold rush",
    "historical development",
    "ranching",
    "stagecoach stops",
    "Native American reservations",
    "economic activities"
  ],
  "neighboring_domains": [
    "Western U.S. history",
    "Mining and mineral resources",
    "Settlement and migration patterns",
    "Local government and administration",
    "Tourism and recreation in rural areas"
  ],
  "ambiguity_note": "While the cluster centers on rural Idaho counties and settlements, some passages extend to neighboring states like Oregon and Washington, and a few touch on broader themes like Native American reservations and tourism, which may introduce some thematic overlap."
}
```


shopping mall
anchor stores
retail history
mall closures
tenant changes
commercial development
retail evolution
department store rebranding
mall expansions
retail chain transitions
shopping center
commercial real estate

retail industry
urban development
commercial real estate
consumer behavior
economic trends

```json
{
  "label": "Shopping Mall History and Evolution",
  "summary": "This cluster focuses on the historical development and transformation of shopping malls, including changes in anchor stores, tenant turnover, expansions, closures, and rebranding efforts over time.",
  "keywords": [
    "shopping mall",
    "anchor stores",
    "retail history",
    "mall closures",
    "tenant changes",
    "commercial development",
    "retail evolution",
    "department store rebranding",
    "mall expansions",
    "retail chain transitions",
    "shopping center",
    "commercial real estate"
  ],
  "neighboring_domains": [
    "retail industry",
    "urban development",
    "commercial real estate",
    "consumer behavior",
    "economic trends"
  ],
  "ambiguity_note": "While the cluster centers on mall history, some passages also touch on broader commercial and urban development, introducing slight thematic overlap."
}
```


mayoral elections
city politics
political figures
urban governance
political parties
political campaigns
city councils
political alliances
political corruption
political influence
urban leadership
political history

American political history
local government administration
political party strategies
urban sociology
political biography

```json
{
  "label": "U.S. City Mayoral Politics",
  "summary": "This cluster focuses on the political dynamics of mayoral elections and governance in major U.S. cities, including the roles of mayors, political strategies, party affiliations, and key figures in urban political history.",
  "keywords": [
    "mayoral elections",
    "city politics",
    "political figures",
    "urban governance",
    "political parties",
    "political campaigns",
    "city councils",
    "political alliances",
    "political corruption",
    "political influence",
    "urban leadership",
    "political history"
  ],
  "neighboring_domains": [
    "American political history",
    "local government administration",
    "political party strategies",
    "urban sociology",
    "political biography"
  ],
  "ambiguity_note": "While the cluster centers on mayoral politics, some passages touch on broader political figures and events, creating a slight overlap with general political history and local governance topics."
}
```


Native American tribes
U.S. military expeditions
Lakota
Comanche
Kiowa
battles
raids
peace treaties
reservation conflicts
frontier warfare
Scouts
Indian wars

American West history
Indigenous resistance movements
U.S. military history
Frontier expansion
Diplomatic relations with Native tribes

```json
{
  "label": "Native American Conflicts and Expeditions",
  "summary": "This cluster centers on historical conflicts and military expeditions involving Native American tribes and U.S. forces, particularly in the 19th century. It includes battles, raids, and diplomatic efforts related to the Lakota, Comanche, Kiowa, and other tribes, as well as U.S. military campaigns and peace initiatives.",
  "keywords": [
    "Native American tribes",
    "U.S. military expeditions",
    "Lakota",
    "Comanche",
    "Kiowa",
    "battles",
    "raids",
    "peace treaties",
    "reservation conflicts",
    "frontier warfare",
    "Scouts",
    "Indian wars"
  ],
  "neighboring_domains": [
    "American West history",
    "Indigenous resistance movements",
    "U.S. military history",
    "Frontier expansion",
    "Diplomatic relations with Native tribes"
  ],
  "ambiguity_note": "The cluster includes a mix of specific battles, tribal leaders, and broader military campaigns, with some overlap into related domains like frontier diplomacy and indigenous resistance."
}
```


Frankenstein
Dracula
The Mummy
Gothic fiction
Classic horror films
Universal Monsters
Vampire fiction
Monster creation
Hammer Horror
Nosferatu
Edgar Allan Poe adaptations
Horror film history

Gothic literature
Monster mythology
Cinema history
Victorian horror
Fantasy fiction

```json
{
  "label": "Classic Horror and Gothic Fiction",
  "summary": "This cluster centers on classic horror and Gothic fiction, including iconic monsters such as Frankenstein's creature, Dracula, and the Mummy, as well as their literary and cinematic adaptations. It explores the origins and evolution of horror tropes, influential works, and the cultural impact of early horror films and literature.",
  "keywords": [
    "Frankenstein",
    "Dracula",
    "The Mummy",
    "Gothic fiction",
    "Classic horror films",
    "Universal Monsters",
    "Vampire fiction",
    "Monster creation",
    "Hammer Horror",
    "Nosferatu",
    "Edgar Allan Poe adaptations",
    "Horror film history"
  ],
  "neighboring_domains": [
    "Gothic literature",
    "Monster mythology",
    "Cinema history",
    "Victorian horror",
    "Fantasy fiction"
  ],
  "ambiguity_note": "While the cluster is centered on classic horror and Gothic fiction, some passages touch on broader horror subgenres or overlap with fantasy and science fiction, introducing slight thematic variation."
}
```


Hindu philosophy
Jain Agamas
Buddhist texts
Sanskrit literature
Vedanta
Vaishnavism
Yogacara
Natyasastra
Samkhya
Kashmir Shaivism
Ritual texts
Commentaries

Indian religious traditions
Classical Sanskrit literature
Eastern philosophy
Indian grammar and linguistics
Hindu devotional texts

```json
{
  "label": "Indian Philosophical and Religious Texts",
  "summary": "This cluster centers on a collection of Indian philosophical, religious, and literary texts from Hinduism, Jainism, and Buddhism, including commentaries, sutras, and treatises that explore theology, cosmology, grammar, and aesthetics.",
  "keywords": [
    "Hindu philosophy",
    "Jain Agamas",
    "Buddhist texts",
    "Sanskrit literature",
    "Vedanta",
    "Vaishnavism",
    "Yogacara",
    "Natyasastra",
    "Samkhya",
    "Kashmir Shaivism",
    "Ritual texts",
    "Commentaries"
  ],
  "neighboring_domains": [
    "Indian religious traditions",
    "Classical Sanskrit literature",
    "Eastern philosophy",
    "Indian grammar and linguistics",
    "Hindu devotional texts"
  ],
  "ambiguity_note": "The cluster includes a mix of religious traditions and disciplines, with some overlap between theological, philosophical, and literary works, making precise categorization challenging."
}
```


railway history
Scottish railways
railway mergers
North British Railway
Caledonian Railway
railway construction
industrial transport
railway stations
railway lines
Scottish transport
railway development
railway connections

transport history
industrial history
Scottish infrastructure
railway engineering
regional economic development

```json
{
  "label": "Scottish Railway History",
  "summary": "This cluster focuses on the historical development and operations of various railway lines and companies in Scotland, particularly in the 19th century. It includes details about railway construction, mergers, financial challenges, and the integration of different lines into larger networks such as the North British Railway and the Caledonian Railway.",
  "keywords": [
    "railway history",
    "Scottish railways",
    "railway mergers",
    "North British Railway",
    "Caledonian Railway",
    "railway construction",
    "industrial transport",
    "railway stations",
    "railway lines",
    "Scottish transport",
    "railway development",
    "railway connections"
  ],
  "neighboring_domains": [
    "transport history",
    "industrial history",
    "Scottish infrastructure",
    "railway engineering",
    "regional economic development"
  ],
  "ambiguity_note": "While the cluster centers on Scottish railway history, some passages touch on related industries like ironworks and collieries, introducing a degree of thematic overlap with industrial and economic history."
}
```


album sales
Billboard 200
RIAA certification
chart performance
music industry
platinum certification
gold certification
first-week sales
album debut
record sales
certified units
global sales

Music Industry Awards
Pop Music Trends
Artist Career Milestones
Music Chart Analysis
Album Marketing and Promotion

```json
{
  "label": "Music Album Sales and Certifications",
  "summary": "This cluster focuses on the commercial performance of music albums, including their chart positions, sales figures, and certification milestones by industry organizations such as the RIAA, BPI, and ARIA.",
  "keywords": [
    "album sales",
    "Billboard 200",
    "RIAA certification",
    "chart performance",
    "music industry",
    "platinum certification",
    "gold certification",
    "first-week sales",
    "album debut",
    "record sales",
    "certified units",
    "global sales"
  ],
  "neighboring_domains": [
    "Music Industry Awards",
    "Pop Music Trends",
    "Artist Career Milestones",
    "Music Chart Analysis",
    "Album Marketing and Promotion"
  ],
  "ambiguity_note": "While the cluster centers on album sales and certifications, some entries include brief mentions of critical reception or international chart performance, which may slightly blur the focus."
}
```


video game music
Final Fantasy
soundtrack
composers
game music albums
Nobuo Uematsu
remix albums
orchestral arrangements
Japanese game music
soundtrack reviews
game music concerts
video game composers

Japanese pop culture
video game development
orchestral music
remix culture
anime soundtracks

```json
{
  "label": "Video Game Soundtracks",
  "summary": "This cluster focuses on the music and soundtracks of various video games, particularly from the Final Fantasy series and related Japanese game franchises. It includes information about composers, album releases, musical styles, and critical reception of game soundtracks.",
  "keywords": [
    "video game music",
    "Final Fantasy",
    "soundtrack",
    "composers",
    "game music albums",
    "Nobuo Uematsu",
    "remix albums",
    "orchestral arrangements",
    "Japanese game music",
    "soundtrack reviews",
    "game music concerts",
    "video game composers"
  ],
  "neighboring_domains": [
    "Japanese pop culture",
    "video game development",
    "orchestral music",
    "remix culture",
    "anime soundtracks"
  ],
  "ambiguity_note": "While the cluster centers on video game soundtracks, some passages touch on related domains like anime music and live concert performances, creating a slight overlap with broader entertainment music categories."
}
```


shipbuilding
steamship
merchant vessels
ferry services
iron hulls
cargo transport
shipping companies
maritime trade
shipyards
19th-century shipping
bulk cargo
mail steamers

Industrial Revolution
Maritime history
Transportation infrastructure
Coastal trade
Engineering and manufacturing

```json
{
  "label": "19th Century Merchant and Industrial Shipping",
  "summary": "This cluster centers on 19th-century merchant and industrial shipping, including shipbuilding companies, notable vessels, and related trade activities. It covers the construction, operation, and evolution of steamships, ferries, and cargo vessels, as well as the industries and companies that supported maritime commerce.",
  "keywords": [
    "shipbuilding",
    "steamship",
    "merchant vessels",
    "ferry services",
    "iron hulls",
    "cargo transport",
    "shipping companies",
    "maritime trade",
    "shipyards",
    "19th-century shipping",
    "bulk cargo",
    "mail steamers"
  ],
  "neighboring_domains": [
    "Industrial Revolution",
    "Maritime history",
    "Transportation infrastructure",
    "Coastal trade",
    "Engineering and manufacturing"
  ],
  "ambiguity_note": "While the cluster is centered on 19th-century shipping, some passages touch on related industries like canals, railways, and ship repair, introducing a degree of thematic overlap."
}
```


soundtrack
film music
TV show music
commercial jingles
music licensing
pop culture references
artist collaborations
movie soundtracks
television placements
music supervision
song placement
media integration

film and television production
music industry
advertising and branding
pop culture studies
entertainment history

```json
{
  "label": "Music in Media and Popular Culture",
  "summary": "This cluster centers on musicians, bands, and songs that have been prominently featured in films, television shows, commercials, and other media. It highlights the intersection of music and popular culture, including soundtracks, licensing, and appearances in visual media.",
  "keywords": [
    "soundtrack",
    "film music",
    "TV show music",
    "commercial jingles",
    "music licensing",
    "pop culture references",
    "artist collaborations",
    "movie soundtracks",
    "television placements",
    "music supervision",
    "song placement",
    "media integration"
  ],
  "neighboring_domains": [
    "film and television production",
    "music industry",
    "advertising and branding",
    "pop culture studies",
    "entertainment history"
  ],
  "ambiguity_note": "While the cluster is centered on music in media, some entries include broader career details of artists, making the focus occasionally less precise."
}
```


Philippine Basketball League
PBA seasons
basketball championships
team rosters
Philippine basketball history
championship games
key players
season standings
basketball conferences
import players
playoff rounds
basketball associations

sports history
basketball statistics
team sports management
Asian sports leagues
professional basketball

```json
{
  "label": "Philippine Basketball Seasons and Leagues",
  "summary": "This cluster focuses on historical seasons and events in Philippine basketball leagues, particularly the Philippine Basketball League (PBL) and the Philippine Basketball Association (PBA). It includes details about championship games, team rosters, key players, and notable moments from various seasons spanning the 1980s to the 2000s.",
  "keywords": [
    "Philippine Basketball League",
    "PBA seasons",
    "basketball championships",
    "team rosters",
    "Philippine basketball history",
    "championship games",
    "key players",
    "season standings",
    "basketball conferences",
    "import players",
    "playoff rounds",
    "basketball associations"
  ],
  "neighboring_domains": [
    "sports history",
    "basketball statistics",
    "team sports management",
    "Asian sports leagues",
    "professional basketball"
  ],
  "ambiguity_note": "While the cluster centers on Philippine basketball seasons, some passages overlap with amateur leagues and international guest teams, introducing slight thematic variation."
}
```


photography history
film technology
motion pictures
cinematograph
Kinetoscope
zoopraxiscope
early cameras
projectors
Eadweard Muybridge
Thomas Edison
Louis Lumière
chronophotography

History of Science and Invention
Visual Media History
Optics and Imaging
Cinema and Film Studies
Photographic Techniques

```json
{
  "label": "Early Film and Photography Technology",
  "summary": "This cluster focuses on the development of early photographic and film technologies, including the invention and evolution of devices such as the camera, cinematograph, zoopraxiscope, and Kinetoscope. It highlights key figures and innovations that contributed to the birth of motion pictures and photography in the 19th century.",
  "keywords": [
    "photography history",
    "film technology",
    "motion pictures",
    "cinematograph",
    "Kinetoscope",
    "zoopraxiscope",
    "early cameras",
    "projectors",
    "Eadweard Muybridge",
    "Thomas Edison",
    "Louis Lumière",
    "chronophotography"
  ],
  "neighboring_domains": [
    "History of Science and Invention",
    "Visual Media History",
    "Optics and Imaging",
    "Cinema and Film Studies",
    "Photographic Techniques"
  ],
  "ambiguity_note": "While the cluster centers on early film and photography technology, some passages touch on broader topics like exhibitions and professional photography, introducing a degree of thematic overlap."
}
```


high school music programs
choir
band
orchestra
performing arts
music competitions
Carnegie Hall
school ensembles
jazz ensemble
regional festivals
student performances
music education

youth music education
school arts programs
competitive performing arts
music festivals
extracurricular activities

```json
{
  "label": "High School Performing Arts Programs",
  "summary": "This cluster focuses on high school music and performing arts programs, emphasizing choral, instrumental, and ensemble activities. It highlights school-based music education, competitions, performances at notable venues, and student participation in festivals and tours.",
  "keywords": [
    "high school music programs",
    "choir",
    "band",
    "orchestra",
    "performing arts",
    "music competitions",
    "Carnegie Hall",
    "school ensembles",
    "jazz ensemble",
    "regional festivals",
    "student performances",
    "music education"
  ],
  "neighboring_domains": [
    "youth music education",
    "school arts programs",
    "competitive performing arts",
    "music festivals",
    "extracurricular activities"
  ],
  "ambiguity_note": "While the cluster centers on high school performing arts, some entries include non-school organizations or broader youth performance groups, introducing slight thematic variation."
}
```


Scottish villages
coal mining
railway history
historic estates
industrial heritage
local government reorganization
historic churches
fossil discoveries
residential architecture
agricultural estates
industrial buildings
regional geography

Scottish industrial history
regional Scottish geography
historic architecture
railway infrastructure
local governance in Scotland

```json
{
  "label": "Scottish Village and Industrial History",
  "summary": "This cluster focuses on Scottish villages and towns, particularly in regions like Ayrshire, Fife, and Stirlingshire, detailing their historical development, local industries such as coal mining and railway infrastructure, and notable buildings or estates.",
  "keywords": [
    "Scottish villages",
    "coal mining",
    "railway history",
    "historic estates",
    "industrial heritage",
    "local government reorganization",
    "historic churches",
    "fossil discoveries",
    "residential architecture",
    "agricultural estates",
    "industrial buildings",
    "regional geography"
  ],
  "neighboring_domains": [
    "Scottish industrial history",
    "regional Scottish geography",
    "historic architecture",
    "railway infrastructure",
    "local governance in Scotland"
  ],
  "ambiguity_note": "The cluster includes a mix of geographic locations and industrial themes, with some overlap between village histories and broader regional developments."
}
```


film festivals
international film awards
cinematic recognition
film premieres
cultural film events
documentary films
short films
foreign language films
film directors
festival circuits
artistic contribution awards
audience awards

film production and distribution
global cinema culture
documentary filmmaking
film criticism and reviews
cultural exchange in media

```json
{
  "label": "International Film Festivals and Awards",
  "summary": "This cluster focuses on international film festivals, their award categories, and the recognition of films and directors across global cinematic events. It highlights the competitive and cultural significance of these festivals, as well as the achievements of various filmmakers and their works.",
  "keywords": [
    "film festivals",
    "international film awards",
    "cinematic recognition",
    "film premieres",
    "cultural film events",
    "documentary films",
    "short films",
    "foreign language films",
    "film directors",
    "festival circuits",
    "artistic contribution awards",
    "audience awards"
  ],
  "neighboring_domains": [
    "film production and distribution",
    "global cinema culture",
    "documentary filmmaking",
    "film criticism and reviews",
    "cultural exchange in media"
  ],
  "ambiguity_note": "While the cluster centers on film festivals and awards, some entries touch on broader cinematic themes or individual filmmaker achievements, which may slightly blur the focus."
}
```


acrobatics
gymnastics
breakdancing
yoga
grappling
handstands
bridges
joint locks
planche
front walkover
kicks
mount position

physical fitness
martial arts
dance
yoga and meditation
sports training

```json
{
  "label": "Acrobatic and Martial Arts Techniques",
  "summary": "This cluster centers on acrobatic and martial arts techniques, including exercises, moves, and positions used in disciplines such as gymnastics, breakdancing, yoga, and grappling. These techniques emphasize strength, balance, flexibility, and control, often involving bodyweight movements, handstands, bridges, and joint manipulation.",
  "keywords": [
    "acrobatics",
    "gymnastics",
    "breakdancing",
    "yoga",
    "grappling",
    "handstands",
    "bridges",
    "joint locks",
    "planche",
    "front walkover",
    "kicks",
    "mount position"
  ],
  "neighboring_domains": [
    "physical fitness",
    "martial arts",
    "dance",
    "yoga and meditation",
    "sports training"
  ],
  "ambiguity_note": "The cluster includes a mix of acrobatic moves and martial arts techniques, with some overlap in terminology and application across disciplines, making precise categorization challenging."
}
```


Spain
geographic regions
valleys
mountains
comarca
towns
natural features
administrative divisions
Catalonia
Aragon
Valencian Community
local culture

European regional geography
Mediterranean coastal regions
Spanish history
Agricultural and industrial regions
Mountain ecosystems

```json
{
  "label": "Spanish Regional Geography",
  "summary": "This cluster focuses on geographic regions, towns, and valleys in Spain, particularly in the autonomous communities of Catalonia, Aragon, the Valencian Community, and Castilla–La Mancha. It includes descriptions of natural features, administrative divisions, and local cultural or economic characteristics.",
  "keywords": [
    "Spain",
    "geographic regions",
    "valleys",
    "mountains",
    "comarca",
    "towns",
    "natural features",
    "administrative divisions",
    "Catalonia",
    "Aragon",
    "Valencian Community",
    "local culture"
  ],
  "neighboring_domains": [
    "European regional geography",
    "Mediterranean coastal regions",
    "Spanish history",
    "Agricultural and industrial regions",
    "Mountain ecosystems"
  ],
  "ambiguity_note": "While the cluster centers on Spanish geography, some entries overlap with broader topics like cultural festivals or natural resources, introducing slight thematic variation."
}
```


American Civil War
Union Army
Confederate Army
battle tactics
military strategy
artillery fire
flank attacks
cavalry movements
infantry assaults
retreats and advances
commanders and generals
battle casualties

Military history
19th-century warfare
American history
Civil War campaigns
Battlefield tactics

```json
{
  "label": "American Civil War Battles",
  "summary": "This cluster consists of detailed accounts of various battles and military engagements during the American Civil War, focusing on Union and Confederate troop movements, strategies, and key events such as assaults, retreats, and artillery fire.",
  "keywords": [
    "American Civil War",
    "Union Army",
    "Confederate Army",
    "battle tactics",
    "military strategy",
    "artillery fire",
    "flank attacks",
    "cavalry movements",
    "infantry assaults",
    "retreats and advances",
    "commanders and generals",
    "battle casualties"
  ],
  "neighboring_domains": [
    "Military history",
    "19th-century warfare",
    "American history",
    "Civil War campaigns",
    "Battlefield tactics"
  ],
  "ambiguity_note": "While the cluster centers on Civil War battles, some variation exists in the specific campaigns and geographic locations described, which may overlap with broader military or historical domains."
}
```


Roman Catholic Church
bishops
prelates
ordination
diocesan appointments
cardinals
episcopal consecration
Catholic clergy
church hierarchy
titular bishops
archdioceses
ecclesiastical roles

Catholic canonization processes
Christian religious history
Latin American religious figures
Vatican administration
Clergy biographies

```json
{
  "label": "Roman Catholic Bishops and Prelates",
  "summary": "This cluster consists of biographical entries of prominent Roman Catholic prelates, primarily bishops and cardinals, detailing their ecclesiastical appointments, ordinations, and roles within the Church hierarchy.",
  "keywords": [
    "Roman Catholic Church",
    "bishops",
    "prelates",
    "ordination",
    "diocesan appointments",
    "cardinals",
    "episcopal consecration",
    "Catholic clergy",
    "church hierarchy",
    "titular bishops",
    "archdioceses",
    "ecclesiastical roles"
  ],
  "neighboring_domains": [
    "Catholic canonization processes",
    "Christian religious history",
    "Latin American religious figures",
    "Vatican administration",
    "Clergy biographies"
  ],
  "ambiguity_note": "While the cluster centers on Catholic prelates, some entries include additional details about educational or administrative roles, which may slightly blur the focus."
}
```


Michigan
townships
population
census data
geography
income statistics
poverty rates
local government
demographics
rural communities
civil townships
historical background

U.S. geography
demographics
local governance
economic statistics
Midwestern United States

```json
{
  "label": "Michigan Townships",
  "summary": "This cluster consists of descriptions of various townships in the U.S. state of Michigan, detailing their populations, geographic locations, economic statistics, and historical background.",
  "keywords": ["Michigan", "townships", "population", "census data", "geography", "income statistics", "poverty rates", "local government", "demographics", "rural communities", "civil townships", "historical background"],
  "neighboring_domains": ["U.S. geography", "demographics", "local governance", "economic statistics", "Midwestern United States"],
  "ambiguity_note": "While the cluster centers on Michigan townships, some variation exists in the size, economic conditions, and geographic features described across the passages."
}
```


Summary: This cluster focuses on regional hospitals and medical centers across the United States, emphasizing their services, historical backgrounds, affiliations, and community roles. These institutions often specialize in a range of medical fields, including cardiology, orthopedics, oncology, and emergency care, and frequently serve as teaching or research hospitals.

hospitals
medical centers
healthcare services
regional healthcare
teaching hospitals
medical specialties
community hospitals
healthcare systems
trauma centers
medical history
nonprofit hospitals
patient care

Medical Education and Training
Public Health and Community Services
Healthcare Administration
Emergency and Trauma Care
Medical Research and Innovation

While the cluster centers on regional hospitals and medical centers, some entries include broader health systems or academic institutions, introducing slight variation in focus.


Los Angeles Metro Rail
Alameda Corridor
Pacific Electric Railway
Gold Line
Expo Line
light rail
commuter rail
freight rail
transit expansion
rail right-of-way
public transportation
Southern California

Urban transportation planning
Rail infrastructure
Regional logistics and freight
Public transit history
Southern California geography

```json
{
  "label": "Los Angeles Rail and Transit Systems",
  "summary": "This cluster focuses on the development, history, and infrastructure of rail and public transit systems in the Los Angeles region, including light rail lines, commuter rail, freight corridors, and related transportation projects.",
  "keywords": [
    "Los Angeles Metro Rail",
    "Alameda Corridor",
    "Pacific Electric Railway",
    "Gold Line",
    "Expo Line",
    "light rail",
    "commuter rail",
    "freight rail",
    "transit expansion",
    "rail right-of-way",
    "public transportation",
    "Southern California"
  ],
  "neighboring_domains": [
    "Urban transportation planning",
    "Rail infrastructure",
    "Regional logistics and freight",
    "Public transit history",
    "Southern California geography"
  ],
  "ambiguity_note": "While the cluster centers on rail and transit in Los Angeles, some passages touch on adjacent regions or historical systems, introducing slight thematic variation."
}
```


Western actors
television Westerns
film Westerns
Gene Autry
Gunsmoke
Bonanza
Ranger characters
1950s and 1960s TV
western film remakes
character actors
western anthology series
recurring roles

Classic Hollywood cinema
Television history
Genre film studies
American frontier culture
Actor biographies

```json
{
  "label": "Western Television and Film Actors",
  "summary": "This cluster centers on actors and roles in Western-themed television series and films, particularly from the mid-20th century. It includes biographical details of actors who frequently appeared in Westerns, descriptions of specific Western TV shows and films, and character portrayals in these genres.",
  "keywords": [
    "Western actors",
    "television Westerns",
    "film Westerns",
    "Gene Autry",
    "Gunsmoke",
    "Bonanza",
    "Ranger characters",
    "1950s and 1960s TV",
    "western film remakes",
    "character actors",
    "western anthology series",
    "recurring roles"
  ],
  "neighboring_domains": [
    "Classic Hollywood cinema",
    "Television history",
    "Genre film studies",
    "American frontier culture",
    "Actor biographies"
  ],
  "ambiguity_note": "While the cluster is centered on Western television and film, some entries overlap with broader genres or include actors who worked in multiple genres, introducing some thematic variation."
}
```


web privacy
anonymous browsing
data tracking
personalized search
filter bubble
search engines
click path analysis
web cookies
online security
user personalization
dataveillance
privacy tools

Digital marketing
Search engine optimization
Cybersecurity
User experience design
Social media analytics

```json
{
  "label": "Web Privacy and Personalization",
  "summary": "This cluster focuses on the intersection of web privacy, user tracking, and personalized content delivery. It includes topics such as anonymous browsing, data tracking, search personalization, and tools to manage or obscure user data online.",
  "keywords": [
    "web privacy",
    "anonymous browsing",
    "data tracking",
    "personalized search",
    "filter bubble",
    "search engines",
    "click path analysis",
    "web cookies",
    "online security",
    "user personalization",
    "dataveillance",
    "privacy tools"
  ],
  "neighboring_domains": [
    "Digital marketing",
    "Search engine optimization",
    "Cybersecurity",
    "User experience design",
    "Social media analytics"
  ],
  "ambiguity_note": "While the cluster centers on web privacy and personalization, some passages touch on broader topics like forum software or scavenger hunts, introducing a degree of thematic variation."
}
```


Catholic bishops
American prelates
Roman Catholic Church
ordination
diocesan appointments
titular bishops
auxiliary bishops
episcopal consecration
Catholic seminaries
clergy service
U.S. Catholic dioceses
ecclesiastical history

Catholic Church history
Religious leadership
American religious figures
Clergy biographies
Christian theology

```json
{
  "label": "American Catholic Bishops and Prelates",
  "summary": "This cluster consists of biographical entries of American Catholic bishops and prelates, detailing their ordination, ecclesiastical appointments, and service within the Roman Catholic Church in the United States.",
  "keywords": [
    "Catholic bishops",
    "American prelates",
    "Roman Catholic Church",
    "ordination",
    "diocesan appointments",
    "titular bishops",
    "auxiliary bishops",
    "episcopal consecration",
    "Catholic seminaries",
    "clergy service",
    "U.S. Catholic dioceses",
    "ecclesiastical history"
  ],
  "neighboring_domains": [
    "Catholic Church history",
    "Religious leadership",
    "American religious figures",
    "Clergy biographies",
    "Christian theology"
  ],
  "ambiguity_note": "While the cluster centers on Catholic bishops and prelates, some entries include additional details about controversies or educational roles, which may slightly blur the focus."
}
```


parliamentary system
semi-presidential system
head of state
executive branch
legislature
cabinet
prime minister
presidential system
representative democracy
constitutional law
vote of no confidence
separation of powers

Comparative political systems
Constitutional law
Democracy and governance
Political institutions
Governmental structures

```json
{
  "label": "Parliamentary and Semi-Presidential Government Systems",
  "summary": "This cluster focuses on the structure and function of parliamentary and semi-presidential systems of government, including the roles of the executive, legislature, and head of state, as well as the relationships and responsibilities between these branches in various countries.",
  "keywords": [
    "parliamentary system",
    "semi-presidential system",
    "head of state",
    "executive branch",
    "legislature",
    "cabinet",
    "prime minister",
    "presidential system",
    "representative democracy",
    "constitutional law",
    "vote of no confidence",
    "separation of powers"
  ],
  "neighboring_domains": [
    "Comparative political systems",
    "Constitutional law",
    "Democracy and governance",
    "Political institutions",
    "Governmental structures"
  ],
  "ambiguity_note": "While the cluster centers on parliamentary and semi-presidential systems, some passages touch on broader topics like representative democracy and constitutional law, introducing some thematic overlap."
}
```


film locations
California
Illinois
movie filming
local landmarks
historic sites
pop culture
tourism
TV production
community identity
historic preservation
film history

film production
regional tourism
cultural heritage
local history
entertainment industry

```json
{
  "label": "Film Locations and Local Culture",
  "summary": "This cluster centers on locations in the United States that have been used as filming sites for movies and television, often highlighting their cultural or historical significance to local communities.",
  "keywords": ["film locations", "California", "Illinois", "movie filming", "local landmarks", "historic sites", "pop culture", "tourism", "TV production", "community identity", "historic preservation", "film history"],
  "neighboring_domains": ["film production", "regional tourism", "cultural heritage", "local history", "entertainment industry"],
  "ambiguity_note": "While the cluster primarily focuses on film locations, some entries also touch on unrelated local history or community events, creating a slight overlap with broader cultural topics."
}
```


Canadian federal election
Conservative Party of Canada
Liberal Party of Canada
New Democratic Party
provincial elections
political candidates
election campaigns
candidate biographies
by-elections
political leadership
Ontario politics
Canadian Parliament

Canadian political history
Election law and procedures
Political party strategies
Local government and municipal politics
Canadian political figures

```json
{
  "label": "Canadian Political Candidates and Elections",
  "summary": "This cluster focuses on political candidates and election campaigns in Canada, particularly at the federal and provincial levels, with a strong emphasis on the Conservative Party of Canada, Liberal Party of Canada, and New Democratic Party. It includes details about candidates' backgrounds, election results, and political activities.",
  "keywords": [
    "Canadian federal election",
    "Conservative Party of Canada",
    "Liberal Party of Canada",
    "New Democratic Party",
    "provincial elections",
    "political candidates",
    "election campaigns",
    "candidate biographies",
    "by-elections",
    "political leadership",
    "Ontario politics",
    "Canadian Parliament"
  ],
  "neighboring_domains": [
    "Canadian political history",
    "Election law and procedures",
    "Political party strategies",
    "Local government and municipal politics",
    "Canadian political figures"
  ],
  "ambiguity_note": "While the cluster centers on Canadian political candidates and elections, some passages touch on related topics such as local governance, political activism, and party leadership, which may introduce some thematic overlap with adjacent domains."
}
```


tropical cyclone
typhoon season
tropical depression
Joint Typhoon Warning Center
Japan Meteorological Agency
cyclone formation
weather patterns
tropical storm
South Pacific
Pacific typhoon
monsoon trough
cyclone intensity

meteorology
climate science
natural disasters
oceanography
atmospheric dynamics

```json
{
  "label": "Pacific and South Pacific Tropical Cyclone Seasons",
  "summary": "This cluster contains detailed descriptions of tropical cyclone seasons in the Pacific and South Pacific regions, focusing on the formation, development, and tracking of tropical depressions, storms, and typhoons by agencies such as the Joint Typhoon Warning Center (JTWC) and the Japan Meteorological Agency (JMA).",
  "keywords": [
    "tropical cyclone",
    "typhoon season",
    "tropical depression",
    "Joint Typhoon Warning Center",
    "Japan Meteorological Agency",
    "cyclone formation",
    "weather patterns",
    "tropical storm",
    "South Pacific",
    "Pacific typhoon",
    "monsoon trough",
    "cyclone intensity"
  ],
  "neighboring_domains": [
    "meteorology",
    "climate science",
    "natural disasters",
    "oceanography",
    "atmospheric dynamics"
  ],
  "ambiguity_note": "While the cluster centers on tropical cyclone activity, some variation exists in the specific regions (e.g., South Pacific vs. Western Pacific) and the intensity levels described, which may reflect different climatic conditions and monitoring practices."
}
```


British political leaders
World War I
World War II
Cabinet crises
Prime Ministers
Military strategy
Parliamentary debates
Lloyd George
Asquith
Chamberlain
Shell Crisis
Maurice Debate

Military history
Political history
British constitutional history
20th-century European politics
War and government

```json
{
  "label": "British Political Leadership and Crises",
  "summary": "This cluster centers on key political figures and events in British history, particularly focusing on leadership during times of national crisis, such as wars and government upheavals. It includes prominent leaders like Stanley Baldwin, David Lloyd George, and Neville Chamberlain, as well as major events like the Maurice Debate and the May 1940 War Cabinet Crisis.",
  "keywords": [
    "British political leaders",
    "World War I",
    "World War II",
    "Cabinet crises",
    "Prime Ministers",
    "Military strategy",
    "Parliamentary debates",
    "Lloyd George",
    "Asquith",
    "Chamberlain",
    "Shell Crisis",
    "Maurice Debate"
  ],
  "neighboring_domains": [
    "Military history",
    "Political history",
    "British constitutional history",
    "20th-century European politics",
    "War and government"
  ],
  "ambiguity_note": "While the cluster is centered on British political leadership and crises, some passages touch on related but distinct topics such as journalism and military reform, adding a degree of thematic breadth."
}
```


Babesiosis
Hookworm infection
Acanthocheilonemiasis
Schistosoma bovis
Parasitism
Gamasoidosis
Neglected tropical diseases
Dirofilaria immitis
Parasitic flies
Amphistomiasis
Culicoides
Opisthorchiasis

Vector-borne diseases
Zoonotic diseases
Infectious diseases
Tropical medicine
Parasitology

```json
{
  "label": "Parasitic Diseases and Infections",
  "summary": "This cluster focuses on various parasitic diseases and infections affecting humans and animals, including their transmission, symptoms, and associated pathogens. It covers a range of parasites such as protozoa, nematodes, and helminths, and their impact on health in different geographic regions.",
  "keywords": [
    "Babesiosis",
    "Hookworm infection",
    "Acanthocheilonemiasis",
    "Schistosoma bovis",
    "Parasitism",
    "Gamasoidosis",
    "Neglected tropical diseases",
    "Dirofilaria immitis",
    "Parasitic flies",
    "Amphistomiasis",
    "Culicoides",
    "Opisthorchiasis"
  ],
  "neighboring_domains": [
    "Vector-borne diseases",
    "Zoonotic diseases",
    "Infectious diseases",
    "Tropical medicine",
    "Parasitology"
  ],
  "ambiguity_note": "While the cluster centers on parasitic diseases, some passages touch on related topics such as vector biology and zoonotic transmission, which may overlap with broader infectious disease or public health domains."
}
```


political science
law
public policy
education
leadership
government service
non-profit work
university education
public administration
international relations
legal practice
academic achievement

public administration
international relations
non-profit leadership
legal professions
political careers

```json
{
  "label": "Educated Political and Legal Professionals",
  "summary": "This cluster consists of individuals with advanced academic backgrounds, particularly in political science, law, and public policy, who have pursued careers in public service, law, or related fields. Many have attended prestigious universities and have held leadership or advisory roles in government, non-profits, or international organizations.",
  "keywords": [
    "political science",
    "law",
    "public policy",
    "education",
    "leadership",
    "government service",
    "non-profit work",
    "university education",
    "public administration",
    "international relations",
    "legal practice",
    "academic achievement"
  ],
  "neighboring_domains": [
    "public administration",
    "international relations",
    "non-profit leadership",
    "legal professions",
    "political careers"
  ],
  "ambiguity_note": "While the cluster centers on educated professionals in political and legal fields, some individuals have diverse career paths or non-traditional backgrounds, introducing some variation in focus."
}
```


water supply
sanitation
developing countries
infrastructure investment
government subsidies
donor support
cost recovery
service quality
NGO involvement
water scarcity
wastewater treatment
public health

```json
{
  "label": "Water Supply and Sanitation in Developing Countries",
  "summary": "This cluster focuses on the challenges and developments in water supply and sanitation systems across various developing countries. It highlights issues such as infrastructure investment, government and donor support, cost recovery, service quality, and the role of NGOs and international organizations in improving access to clean water and sanitation.",
  "keywords": [
    "water supply",
    "sanitation",
    "developing countries",
    "infrastructure investment",
    "government subsidies",
    "donor support",
    "cost recovery",
    "service quality",
    "NGO involvement",
    "water scarcity",
    "wastewater treatment",
    "public health"
  ],
  "neighboring_domains": [
    "Public health and disease prevention",
    "Environmental policy and water resources",
    "Urban development and infrastructure",
    "Economic development and poverty reduction",
    "International aid and development cooperation"
  ],
  "ambiguity_note": "While the cluster centers on water supply and sanitation in developing countries, some passages touch on broader topics like environmental management and public policy, introducing a degree of thematic overlap."
}
```


Scottish clans
Clan history
Highland Scotland
Clan MacDuff
Clan Campbell
Clan Stewart
Clan MacMillan
Clan Donald
Battle of Bannockburn
Clan feuds
Scottish nobility
Clan leadership

Scottish medieval history
Highland clan warfare
Scottish royal history
Gaelic culture
European feudalism

```json
{
  "label": "Scottish Clan Histories",
  "summary": "This cluster contains historical accounts of various Scottish clans, detailing their origins, key figures, territorial holdings, and involvement in major battles and political events in Scottish history.",
  "keywords": [
    "Scottish clans",
    "Clan history",
    "Highland Scotland",
    "Clan MacDuff",
    "Clan Campbell",
    "Clan Stewart",
    "Clan MacMillan",
    "Clan Donald",
    "Battle of Bannockburn",
    "Clan feuds",
    "Scottish nobility",
    "Clan leadership"
  ],
  "neighboring_domains": [
    "Scottish medieval history",
    "Highland clan warfare",
    "Scottish royal history",
    "Gaelic culture",
    "European feudalism"
  ],
  "ambiguity_note": "While the cluster centers on Scottish clan histories, some passages overlap with broader themes of Scottish royal politics and military conflicts, making clear boundaries between the cluster and related domains somewhat fuzzy."
}
```


quarks
bosons
fermions
quantum chromodynamics
strong interaction
magnetic moment
hadrons
particle physics
elementary particles
quark-gluon plasma
anomalous magnetic dipole moment
standard model

High-energy physics
Quantum field theory
Cosmology
Nuclear physics
Condensed matter physics

```json
{
  "label": "Elementary Particles and Quantum Interactions",
  "summary": "This cluster focuses on the properties and behaviors of elementary particles such as quarks, bosons, and fermions, as well as the fundamental forces that govern their interactions, including the strong, weak, and electromagnetic forces. It also touches on theoretical and experimental aspects of particle physics, such as quantum chromodynamics, magnetic moments, and exotic states of matter.",
  "keywords": [
    "quarks",
    "bosons",
    "fermions",
    "quantum chromodynamics",
    "strong interaction",
    "magnetic moment",
    "hadrons",
    "particle physics",
    "elementary particles",
    "quark-gluon plasma",
    "anomalous magnetic dipole moment",
    "standard model"
  ],
  "neighboring_domains": [
    "High-energy physics",
    "Quantum field theory",
    "Cosmology",
    "Nuclear physics",
    "Condensed matter physics"
  ],
  "ambiguity_note": "While the cluster centers on particle physics, some passages touch on overlapping topics like cosmology and exotic states of matter, introducing a degree of thematic variation."
}
```


World War II
airborne operations
D-Day
Operation Dragoon
Operation Cycle
Allied forces
parachute divisions
military evacuations
Normandy landings
British 6th Airborne Division
Operation Market Garden
German counterattacks

World War II military history
European theater of war
military strategy and tactics
Allied military operations
German military campaigns

```json
{
  "label": "World War II Airborne and Evacuation Operations",
  "summary": "This cluster focuses on military operations during World War II, particularly airborne landings and troop evacuations. It includes descriptions of Allied airborne divisions, their objectives, and challenges faced during major operations such as D-Day, Operation Dragoon, and evacuations like Operation Cycle.",
  "keywords": [
    "World War II",
    "airborne operations",
    "D-Day",
    "Operation Dragoon",
    "Operation Cycle",
    "Allied forces",
    "parachute divisions",
    "military evacuations",
    "Normandy landings",
    "British 6th Airborne Division",
    "Operation Market Garden",
    "German counterattacks"
  ],
  "neighboring_domains": [
    "World War II military history",
    "European theater of war",
    "military strategy and tactics",
    "Allied military operations",
    "German military campaigns"
  ],
  "ambiguity_note": "While the cluster centers on airborne and evacuation operations, some passages overlap with broader military campaigns and may include elements of different theaters or units, introducing some thematic variation."
}
```


Jewish congregations
synagogues
Orthodox Judaism
Conservative Judaism
Reform Judaism
rabbi appointments
religious movements
community history
synagogue construction
Jewish education
interfaith activities
congregation mergers

Jewish religious movements
American Jewish history
Religious community organizations
Synagogue architecture
Interfaith relations

```json
{
  "label": "Jewish Congregations and Synagogues",
  "summary": "This cluster focuses on Jewish congregations and synagogues across the United States, detailing their founding, religious affiliations, leadership changes, and community activities. It highlights the historical and cultural evolution of these congregations, including shifts between Orthodox, Conservative, and Reform Judaism, and their roles in local Jewish communities.",
  "keywords": [
    "Jewish congregations",
    "synagogues",
    "Orthodox Judaism",
    "Conservative Judaism",
    "Reform Judaism",
    "rabbi appointments",
    "religious movements",
    "community history",
    "synagogue construction",
    "Jewish education",
    "interfaith activities",
    "congregation mergers"
  ],
  "neighboring_domains": [
    "Jewish religious movements",
    "American Jewish history",
    "Religious community organizations",
    "Synagogue architecture",
    "Interfaith relations"
  ],
  "ambiguity_note": "While the cluster centers on Jewish congregations, some passages touch on broader community activities or interfaith efforts, which may overlap with adjacent domains."
}
```


Ireland
community organizations
volunteer groups
Guiding Associations
Irish language
religious institutions
education initiatives
cultural heritage
local development
Northern Ireland
Gaeltacht
youth programs

Nonprofit and charitable organizations
Civic and social engagement
Education and language policy
Religious and interfaith initiatives
Cultural preservation

```json
{
  "label": "Ireland Community and Cultural Organizations",
  "summary": "This cluster centers on community-based and cultural organizations in Ireland, including guiding associations, volunteer groups, religious institutions, educational initiatives, and local development projects. These organizations often focus on promoting civic engagement, cultural heritage, and social inclusion, particularly in the Republic of Ireland and Northern Ireland.",
  "keywords": [
    "Ireland",
    "community organizations",
    "volunteer groups",
    "Guiding Associations",
    "Irish language",
    "religious institutions",
    "education initiatives",
    "cultural heritage",
    "local development",
    "Northern Ireland",
    "Gaeltacht",
    "youth programs"
  ],
  "neighboring_domains": [
    "Nonprofit and charitable organizations",
    "Civic and social engagement",
    "Education and language policy",
    "Religious and interfaith initiatives",
    "Cultural preservation"
  ],
  "ambiguity_note": "While the cluster is centered on Irish community and cultural organizations, some overlap exists with broader topics like education, religion, and volunteerism, which may introduce some thematic variation."
}
```


Summary: This cluster centers on notable marine biologists, ecologists, and conservationists who have contributed to the understanding of marine ecosystems, biodiversity, and environmental preservation. Their work spans marine and freshwater biology, ichthyology, limnology, and the study of invertebrates, often involving field research, taxonomy, and ecological theory.

marine biology
ecology
conservation
ichthyology
limnology
invertebrates
oceanography
marine ecosystems
biodiversity
environmental research
hydrothermal vents
coral reefs

Environmental Science
Zoology
Aquatic Ecology
Marine Conservation
Taxonomy

While the cluster is centered on marine and ecological research, some individuals have broader or overlapping expertise in freshwater systems, taxonomy, or related fields, introducing some thematic variation.


football player
J.League
club transfer
career trajectory
Japan national team
Chinese Super League
J2 League
professional sports
player statistics
injury
promotion
loan move

sports biographies
professional sports leagues
Asian sports culture
football club management
athletic career transitions

```json
{
  "label": "Professional Football Players in Asia",
  "summary": "This cluster contains biographical and career information about professional football (soccer) players primarily active in Asian leagues, including Japan, China, and South Korea. The passages detail their club transfers, playing roles, and career trajectories, often highlighting challenges in securing regular playing time.",
  "keywords": ["football player", "J.League", "club transfer", "career trajectory", "Japan national team", "Chinese Super League", "J2 League", "professional sports", "player statistics", "injury", "promotion", "loan move"],
  "neighboring_domains": ["sports biographies", "professional sports leagues", "Asian sports culture", "football club management", "athletic career transitions"],
  "ambiguity_note": "While the cluster centers on professional football players in Asia, some passages include brief mentions of injuries, loan spells, or international play, which may overlap with broader sports medicine or global football topics."
}
```


football stadiums
stadium development
all-seater conversions
relocation of sports teams
capacity expansion
English football
stadium renovations
planning and construction
club relocation
venue upgrades
sports infrastructure
fan seating

sports infrastructure planning
urban development
football club management
public venue design
sports relocation logistics

```json
{
  "label": "Football Stadium Development and Relocation",
  "summary": "This cluster focuses on the development, renovation, and relocation of football stadiums in the United Kingdom, particularly in English football. It includes discussions on all-seater conversions, capacity expansions, planning for new stadiums, and the historical and logistical challenges of moving teams to new venues.",
  "keywords": [
    "football stadiums",
    "stadium development",
    "all-seater conversions",
    "relocation of sports teams",
    "capacity expansion",
    "English football",
    "stadium renovations",
    "planning and construction",
    "club relocation",
    "venue upgrades",
    "sports infrastructure",
    "fan seating"
  ],
  "neighboring_domains": [
    "sports infrastructure planning",
    "urban development",
    "football club management",
    "public venue design",
    "sports relocation logistics"
  ],
  "ambiguity_note": "While the cluster centers on football stadium development and relocation, some passages touch on rugby or athletics, and a few mention abandoned or speculative plans, which may introduce some thematic variation."
}
```


New England towns
Connecticut River
Vermont geography
New Hampshire geography
Massachusetts geography
Connecticut geography
Highways and routes
Natural landmarks
Census data
Regional transportation
Mountain ranges
River valleys

Regional history
Transportation infrastructure
Ecology and conservation
Demographics and population
Tourism and recreation

```json
{
  "label": "New England Geography and Towns",
  "summary": "This cluster focuses on towns, geographic features, and transportation infrastructure in New England, particularly in Vermont, New Hampshire, Massachusetts, and Connecticut. It includes descriptions of towns, rivers, highways, and natural landmarks, emphasizing regional geography and local characteristics.",
  "keywords": [
    "New England towns",
    "Connecticut River",
    "Vermont geography",
    "New Hampshire geography",
    "Massachusetts geography",
    "Connecticut geography",
    "Highways and routes",
    "Natural landmarks",
    "Census data",
    "Regional transportation",
    "Mountain ranges",
    "River valleys"
  ],
  "neighboring_domains": [
    "Regional history",
    "Transportation infrastructure",
    "Ecology and conservation",
    "Demographics and population",
    "Tourism and recreation"
  ],
  "ambiguity_note": "The cluster includes a mix of geographic features, towns, and transportation routes, with some overlap between state-specific and broader regional themes."
}
```


Statute Law Repeals Act
UK Parliament
Legal revision
Law Commission
Scottish Law Commission
Statute law revision reports
Repealed laws
Legal amendments
Historical legislation
Statute Law Revision Act
Legal codification
Great Britain

Legal history
Constitutional law
Legislative processes
Historical legal documents
Common law

```json
{
  "label": "UK Statute Law Repeals and Revisions",
  "summary": "This cluster contains information about various Acts of the Parliament of the United Kingdom related to the repeal and revision of statute law. These acts were designed to streamline and modernize legal codes by removing outdated or redundant provisions, often based on reports from legal commissions.",
  "keywords": [
    "Statute Law Repeals Act",
    "UK Parliament",
    "Legal revision",
    "Law Commission",
    "Scottish Law Commission",
    "Statute law revision reports",
    "Repealed laws",
    "Legal amendments",
    "Historical legislation",
    "Statute Law Revision Act",
    "Legal codification",
    "Great Britain"
  ],
  "neighboring_domains": [
    "Legal history",
    "Constitutional law",
    "Legislative processes",
    "Historical legal documents",
    "Common law"
  ],
  "ambiguity_note": "While the cluster centers on UK statute law repeals and revisions, some passages mention related legal acts or regions (e.g., Northern Ireland, Isle of Man), which may introduce slight thematic variation."
}
```


women's education
family dynamics
religious vocations
health challenges
early life experiences
cultural background
personal ambition
domestic service
missionary work
healthcare careers
childhood illness
social constraints

Religious history
Women's history
Medical history
Educational history
Family and social dynamics

```json
{
  "label": "Women's Lives and Education",
  "summary": "This cluster centers on the lives of women from diverse backgrounds, often highlighting their early education, family dynamics, and personal challenges. Many of the women faced obstacles such as illness, family expectations, or societal constraints, yet pursued education, religious vocations, or careers in service and healthcare.",
  "keywords": [
    "women's education",
    "family dynamics",
    "religious vocations",
    "health challenges",
    "early life experiences",
    "cultural background",
    "personal ambition",
    "domestic service",
    "missionary work",
    "healthcare careers",
    "childhood illness",
    "social constraints"
  ],
  "neighboring_domains": [
    "Religious history",
    "Women's history",
    "Medical history",
    "Educational history",
    "Family and social dynamics"
  ],
  "ambiguity_note": "While the cluster centers on women's lives and education, some passages include elements of crime or unrelated biographical details, suggesting a degree of overlap with other domains."
}
```


German literature
authors
novels
literary salons
19th-century writers
Berlin
literary magazines
poets
publishing history
literary criticism
Bildungsroman
cultural history

European cultural history
German language and literature
19th-century European literature
publishing and periodicals
biographical literature

```json
{
  "label": "German Literature and Authors",
  "summary": "This cluster centers on German literature, focusing on authors, their works, and cultural contexts from the 19th to the 20th century. It includes biographical details of writers, summaries of novels, and references to literary salons and publications.",
  "keywords": [
    "German literature",
    "authors",
    "novels",
    "literary salons",
    "19th-century writers",
    "Berlin",
    "literary magazines",
    "poets",
    "publishing history",
    "literary criticism",
    "Bildungsroman",
    "cultural history"
  ],
  "neighboring_domains": [
    "European cultural history",
    "German language and literature",
    "19th-century European literature",
    "publishing and periodicals",
    "biographical literature"
  ],
  "ambiguity_note": "While the cluster is centered on German literature, some entries touch on broader cultural or historical themes, and a few overlap with Swiss or Austrian literary figures, introducing some thematic variation."
}
```


female autonomy
marriage and morality
domestic duty
feminist thought
literary heroines
gender roles
moral instruction
women's education
societal expectations
female writers
marital conflict
early modern women

feminist literature
domestic life in historical fiction
marriage and family in literature
early modern gender studies
women's rights discourse

```json
{
  "label": "Women's Roles and Morality in Literature",
  "summary": "This cluster centers on literary portrayals of women's roles, moral expectations, and societal constraints, particularly in the context of marriage, independence, and gender norms. The passages explore themes of female agency, domestic duty, and the tension between personal fulfillment and societal expectations.",
  "keywords": [
    "female autonomy",
    "marriage and morality",
    "domestic duty",
    "feminist thought",
    "literary heroines",
    "gender roles",
    "moral instruction",
    "women's education",
    "societal expectations",
    "female writers",
    "marital conflict",
    "early modern women"
  ],
  "neighboring_domains": [
    "feminist literature",
    "domestic life in historical fiction",
    "marriage and family in literature",
    "early modern gender studies",
    "women's rights discourse"
  ],
  "ambiguity_note": "While the cluster is centered on women's roles and morality, some passages touch on broader themes like religious piety or economic status, which may introduce slight variation in interpretation."
}
```