social media
online relationships
social networking
computer-mediated communication
social information processing
digital communities
social capital
virtual interaction
social cues
network society
online participation
intimate media

Psychology of Technology Use
Digital Communication
Sociology of the Internet
Information Science
User Experience and Interface Design

```json
{
  "label": "Online Social Interaction and Networks",
  "summary": "This cluster focuses on the dynamics of social interaction, relationship formation, and community building in digital environments. It explores how people communicate, share information, and maintain social ties through online platforms, social media, and computer-mediated communication, emphasizing the psychological, sociological, and technological aspects of these interactions.",
  "keywords": [
    "social media",
    "online relationships",
    "social networking",
    "computer-mediated communication",
    "social information processing",
    "digital communities",
    "social capital",
    "virtual interaction",
    "social cues",
    "network society",
    "online participation",
    "intimate media"
  ],
  "neighboring_domains": [
    "Psychology of Technology Use",
    "Digital Communication",
    "Sociology of the Internet",
    "Information Science",
    "User Experience and Interface Design"
  ],
  "ambiguity_note": "While the cluster centers on online social interaction, some passages touch on broader topics like digital media and information sharing, which may introduce slight thematic overlap with adjacent domains."
}
```


Arab-Israeli conflict
Six-Day War
Yom Kippur War
Suez Crisis
Middle East politics
U.S. foreign policy
oil embargo
Nasser
Sadat
Arab League
Cold War
peace process

Middle Eastern history
International relations
Cold War politics
Energy and geopolitics
Arab nationalism

```json
{
  "label": "Arab-Israeli Conflict and Middle East Politics",
  "summary": "This cluster centers on the historical and political dynamics of the Arab-Israeli conflict, including major events such as the Six-Day War, Yom Kippur War, and the Suez Crisis, as well as the broader geopolitical implications for the Middle East, including U.S. and Soviet involvement, oil politics, and regional alliances.",
  "keywords": [
    "Arab-Israeli conflict",
    "Six-Day War",
    "Yom Kippur War",
    "Suez Crisis",
    "Middle East politics",
    "U.S. foreign policy",
    "oil embargo",
    "Nasser",
    "Sadat",
    "Arab League",
    "Cold War",
    "peace process"
  ],
  "neighboring_domains": [
    "Middle Eastern history",
    "International relations",
    "Cold War politics",
    "Energy and geopolitics",
    "Arab nationalism"
  ],
  "ambiguity_note": "While the cluster is centered on the Arab-Israeli conflict, some passages touch on broader themes like oil politics and Arab-European relations, which may introduce some thematic overlap with adjacent domains."
}
```


theater in Argentina
flamenco dance
tango performances
national theaters
Latin American artists
cultural festivals
playwrights
ballet and dance companies
performing arts venues
cultural identity
theatrical productions
international tours

Latin American culture
theater history
dance traditions
cultural heritage
performing arts education

```json
{
  "label": "Latin American Performing Arts",
  "summary": "This cluster centers on performing arts in Latin America, particularly theater, dance, and music, with a focus on Argentina, Mexico, and Spain. It includes notable venues, artists, and productions that highlight regional cultural traditions such as tango, flamenco, and national theater movements.",
  "keywords": [
    "theater in Argentina",
    "flamenco dance",
    "tango performances",
    "national theaters",
    "Latin American artists",
    "cultural festivals",
    "playwrights",
    "ballet and dance companies",
    "performing arts venues",
    "cultural identity",
    "theatrical productions",
    "international tours"
  ],
  "neighboring_domains": [
    "Latin American culture",
    "theater history",
    "dance traditions",
    "cultural heritage",
    "performing arts education"
  ],
  "ambiguity_note": "While the cluster is centered on performing arts in Latin America, some entries touch on broader cultural or international collaborations, which may blur the boundaries with adjacent domains."
}
```


conservation ecology
protected areas
land management
wildlife habitat
sustainable use
federal land policy
natural resources
wilderness preservation
conservation programs
BLM
NRCS
environmental non-profits

Environmental Policy
Sustainable Development
Wildlife Conservation
Public Land Management
Ecological Restoration

```json
{
  "label": "Environmental Conservation and Land Management",
  "summary": "This cluster focuses on the protection, management, and sustainable use of natural resources and land, particularly in the context of conservation programs, protected areas, and ecological preservation efforts in the United States and other regions.",
  "keywords": [
    "conservation ecology",
    "protected areas",
    "land management",
    "wildlife habitat",
    "sustainable use",
    "federal land policy",
    "natural resources",
    "wilderness preservation",
    "conservation programs",
    "BLM",
    "NRCS",
    "environmental non-profits"
  ],
  "neighboring_domains": [
    "Environmental Policy",
    "Sustainable Development",
    "Wildlife Conservation",
    "Public Land Management",
    "Ecological Restoration"
  ],
  "ambiguity_note": "While the cluster centers on conservation and land management, some passages touch on related economic development or agricultural practices, introducing a degree of thematic overlap."
}
```


British aircraft
aviation history
military aircraft
aircraft engines
Royal Air Force
bomber design
fighter aircraft
Rolls-Royce engines
aviation manufacturers
aerodrome operations
aircraft prototypes
aviation technology

military aviation
aerospace engineering
aviation history
British military history
aeronautical design

```json
{
  "label": "British Aircraft and Engine Development",
  "summary": "This cluster focuses on the design, development, and production of British aircraft and their associated engines during the early to mid-20th century, particularly during and between the World Wars. It includes military and civilian aircraft, engine specifications, and the evolution of aviation technology in the UK.",
  "keywords": [
    "British aircraft",
    "aviation history",
    "military aircraft",
    "aircraft engines",
    "Royal Air Force",
    "bomber design",
    "fighter aircraft",
    "Rolls-Royce engines",
    "aviation manufacturers",
    "aerodrome operations",
    "aircraft prototypes",
    "aviation technology"
  ],
  "neighboring_domains": [
    "military aviation",
    "aerospace engineering",
    "aviation history",
    "British military history",
    "aeronautical design"
  ],
  "ambiguity_note": "While the cluster centers on British aircraft and engine development, some passages touch on related topics such as aerial topdressing and flight testing, introducing a degree of thematic variation."
}
```


stage magic
illusion design
magicians
Houdini
levitation
comedy magic
magic props
theatrical performance
sleight of hand
automata
spirit shows
magic history

theater and performance arts
entertainment history
comedy and vaudeville
scientific exhibitions
spiritualism and mediumship

```json
{
  "label": "Stage Magic and Illusions",
  "summary": "This cluster centers on stage magic, illusion design, and the history of notable magicians and their performances. It includes descriptions of classic illusions, inventors of magical effects, and the evolution of magic as a theatrical art form.",
  "keywords": [
    "stage magic",
    "illusion design",
    "magicians",
    "Houdini",
    "levitation",
    "comedy magic",
    "magic props",
    "theatrical performance",
    "sleight of hand",
    "automata",
    "spirit shows",
    "magic history"
  ],
  "neighboring_domains": [
    "theater and performance arts",
    "entertainment history",
    "comedy and vaudeville",
    "scientific exhibitions",
    "spiritualism and mediumship"
  ],
  "ambiguity_note": "While the cluster is centered on stage magic and illusion, some passages touch on adjacent domains like spiritualism and variety show entertainment, introducing a degree of thematic overlap."
}
```


World War II aircraft
German aviation
fighter planes
bombers
aircraft engines
prototype designs
Luftwaffe
Junkers
Messerschmitt
Heinkel
Blohm & Voss
Jumo engines

Military aviation history
Aircraft engineering
Nazi Germany technology
Aerospace design
Aviation prototypes

```json
{
  "label": "German WWII Aircraft and Engines",
  "summary": "This cluster focuses on German aircraft and engine designs from the World War II era, including fighters, bombers, prototypes, and experimental models. It highlights technical specifications, development challenges, and the roles these aircraft played in military aviation.",
  "keywords": [
    "World War II aircraft",
    "German aviation",
    "fighter planes",
    "bombers",
    "aircraft engines",
    "prototype designs",
    "Luftwaffe",
    "Junkers",
    "Messerschmitt",
    "Heinkel",
    "Blohm & Voss",
    "Jumo engines"
  ],
  "neighboring_domains": [
    "Military aviation history",
    "Aircraft engineering",
    "Nazi Germany technology",
    "Aerospace design",
    "Aviation prototypes"
  ],
  "ambiguity_note": "While the cluster centers on German WWII aircraft and engines, some entries include pre-war or post-war designs, and a few are conceptual or never built, introducing some thematic variation."
}
```


family drama
romantic conflict
child custody
miscarriage
comatose characters
parental deception
torn relationships
medical emergencies
surrogate parenting
emotional trauma
foster care
pregnancy complications

Medical Drama
Psychological Trauma
Legal and Ethical Conflicts
Domestic Life and Relationships
Fictional Character Development

```json
{
  "label": "Dramatic Family Relationships and Tragedies",
  "summary": "This cluster centers on dramatic, emotionally intense family dynamics, often involving romantic entanglements, child-rearing conflicts, and tragic events such as miscarriages, deaths, and comas. The passages frequently depict complex interpersonal relationships, custody battles, and the emotional fallout of personal and medical crises.",
  "keywords": [
    "family drama",
    "romantic conflict",
    "child custody",
    "miscarriage",
    "comatose characters",
    "parental deception",
    "torn relationships",
    "medical emergencies",
    "surrogate parenting",
    "emotional trauma",
    "foster care",
    "pregnancy complications"
  ],
  "neighboring_domains": [
    "Medical Drama",
    "Psychological Trauma",
    "Legal and Ethical Conflicts",
    "Domestic Life and Relationships",
    "Fictional Character Development"
  ],
  "ambiguity_note": "While the cluster is centered on family and romantic drama, some passages overlap with medical, legal, and psychological themes, creating a somewhat blurred boundary with adjacent domains."
}
```


German football leagues
Bundesliga
Regionalliga
Oberliga
Amateurliga
promotion and relegation
football clubs
West Germany
third-tier football
second division
league restructuring
post-war football

European football history
German sports administration
amateur sports leagues
professional sports development
sports league systems

```json
{
  "label": "German Football Leagues",
  "summary": "This cluster focuses on the structure, history, and evolution of regional and national football (soccer) leagues in Germany, particularly in the post-World War II era and the early years of the Bundesliga. It includes discussions of league tiers, promotion and relegation systems, and notable clubs and teams.",
  "keywords": [
    "German football leagues",
    "Bundesliga",
    "Regionalliga",
    "Oberliga",
    "Amateurliga",
    "promotion and relegation",
    "football clubs",
    "West Germany",
    "third-tier football",
    "second division",
    "league restructuring",
    "post-war football"
  ],
  "neighboring_domains": [
    "European football history",
    "German sports administration",
    "amateur sports leagues",
    "professional sports development",
    "sports league systems"
  ],
  "ambiguity_note": "While the cluster centers on German football leagues, some passages touch on specific clubs and local league dynamics, which may blur the focus slightly."
}
```


U.S. Route 10
railroads
highways
Minnesota geography
historic places
county roads
Twin Cities
Saint Paul
Minneapolis
Dakota County
Hennepin County
transportation history

Midwestern U.S. history
transportation infrastructure
urban development
regional geography
railway systems

```json
{
  "label": "Minnesota Transportation and Geography",
  "summary": "This cluster focuses on transportation infrastructure, geographic features, and historical development in Minnesota, particularly around major highways, railroads, and urban centers like Minneapolis and St. Paul.",
  "keywords": [
    "U.S. Route 10",
    "railroads",
    "highways",
    "Minnesota geography",
    "historic places",
    "county roads",
    "Twin Cities",
    "Saint Paul",
    "Minneapolis",
    "Dakota County",
    "Hennepin County",
    "transportation history"
  ],
  "neighboring_domains": [
    "Midwestern U.S. history",
    "transportation infrastructure",
    "urban development",
    "regional geography",
    "railway systems"
  ],
  "ambiguity_note": "While the cluster centers on Minnesota transportation and geography, some overlap exists with broader topics like urban history and regional development, making precise boundaries somewhat fuzzy."
}
```


fairy tales
magical transformation
enchanted characters
curses
witches
quests
princes and princesses
animal transformations
enchanted forests
fairy godmothers
magic spells
identity restoration

folklore and mythology
children's literature
fantasy fiction
narrative archetypes
magical realism

```json
{
  "label": "Fairy Tale Magic and Transformation",
  "summary": "This cluster centers on classic and modern fairy tales involving magical transformations, enchanted characters, and quests to break curses. It includes themes of witches, enchanted creatures, and the use of magic to resolve conflicts or restore identities.",
  "keywords": [
    "fairy tales",
    "magical transformation",
    "enchanted characters",
    "curses",
    "witches",
    "quests",
    "princes and princesses",
    "animal transformations",
    "enchanted forests",
    "fairy godmothers",
    "magic spells",
    "identity restoration"
  ],
  "neighboring_domains": [
    "folklore and mythology",
    "children's literature",
    "fantasy fiction",
    "narrative archetypes",
    "magical realism"
  ],
  "ambiguity_note": "While the cluster is centered on fairy tale magic, some passages blend elements of modern fantasy or cross into broader fantasy genres, creating a slight overlap with other narrative domains."
}
```


Alberta politics
Manitoba politics
provincial elections
Social Credit Party
Progressive Conservatives
United Farmers
electoral districts
political coalitions
Canadian provincial history
political candidates
electoral results
party leadership

Canadian federal politics
political party history
electoral systems
regional political movements
political leadership transitions

```json
{
  "label": "Provincial Politics in Canada",
  "summary": "This cluster focuses on provincial political elections, party dynamics, and key figures in Canadian provinces such as Alberta, Manitoba, and Saskatchewan. It includes details on election outcomes, party coalitions, and the rise and fall of political movements like the United Farmers, Social Credit, and Progressive Conservatives.",
  "keywords": [
    "Alberta politics",
    "Manitoba politics",
    "provincial elections",
    "Social Credit Party",
    "Progressive Conservatives",
    "United Farmers",
    "electoral districts",
    "political coalitions",
    "Canadian provincial history",
    "political candidates",
    "electoral results",
    "party leadership"
  ],
  "neighboring_domains": [
    "Canadian federal politics",
    "political party history",
    "electoral systems",
    "regional political movements",
    "political leadership transitions"
  ],
  "ambiguity_note": "While the cluster centers on provincial politics, some passages overlap with federal politics or broader political party history, creating a degree of thematic overlap."
}
```


Mexican radio stations
AM-FM migration
radio networks
Grupo Imagen
Radio Fórmula
Regional Mexican formats
radio station history
broadcasting concessions
grupera format
radio ownership
MVS Radio
MegaRadio

Media and broadcasting history
Radio formats and genres
Mexican media networks
Telecommunications regulation
Cultural media in Latin America

```json
{
  "label": "Mexican Radio Stations",
  "summary": "This cluster focuses on Mexican radio stations, detailing their histories, ownership, frequency changes, and programming formats. It includes information on various radio networks, station migrations from AM to FM, and the evolution of regional and national radio formats in Mexico.",
  "keywords": [
    "Mexican radio stations",
    "AM-FM migration",
    "radio networks",
    "Grupo Imagen",
    "Radio Fórmula",
    "Regional Mexican formats",
    "radio station history",
    "broadcasting concessions",
    "grupera format",
    "radio ownership",
    "MVS Radio",
    "MegaRadio"
  ],
  "neighboring_domains": [
    "Media and broadcasting history",
    "Radio formats and genres",
    "Mexican media networks",
    "Telecommunications regulation",
    "Cultural media in Latin America"
  ],
  "ambiguity_note": "While the cluster centers on Mexican radio stations, some entries overlap with broader media networks and formats, creating a mix of technical broadcasting details and cultural programming themes."
}
```


2007–2008 financial crisis
Wall Street
mortgage-backed securities
CDOs
regulatory failure
hedge funds
financial deregulation
economic collapse
investment banking
securities fraud
risk management
financial markets

Economic policy
Banking and finance
Investment strategies
Regulatory affairs
Corporate governance

```json
{
  "label": "Financial Crisis and Wall Street",
  "summary": "This cluster centers on the 2007–2008 financial crisis, its causes, and the role of Wall Street in shaping and exacerbating the economic downturn. It includes critiques of financial institutions, regulatory failures, and the broader implications of risky financial practices such as mortgage-backed securities, hedge fund strategies, and deregulation.",
  "keywords": [
    "2007–2008 financial crisis",
    "Wall Street",
    "mortgage-backed securities",
    "CDOs",
    "regulatory failure",
    "hedge funds",
    "financial deregulation",
    "economic collapse",
    "investment banking",
    "securities fraud",
    "risk management",
    "financial markets"
  ],
  "neighboring_domains": [
    "Economic policy",
    "Banking and finance",
    "Investment strategies",
    "Regulatory affairs",
    "Corporate governance"
  ],
  "ambiguity_note": "While the cluster is centered on the financial crisis and Wall Street, some passages touch on broader financial topics such as investment strategies and market efficiency, which may introduce some thematic overlap with adjacent domains."
}
```


figure skating
World Championships
Junior Grand Prix
ice dance
pairs skating
medalists
European Championships
World Junior Championships
singles skating
Grand Prix Final
Olympic medalists
ISU competitions

Winter sports
Olympic sports
Athlete biographies
International sports events
Competitive ice skating

```json
{
  "label": "Figure Skating Competitions",
  "summary": "This cluster focuses on international and junior-level figure skating competitions, including World Championships, European Championships, and Grand Prix events. It highlights results, medalists, and notable performances across disciplines such as pairs, ice dance, and singles, with a focus on athletes from various countries and their achievements over multiple seasons.",
  "keywords": [
    "figure skating",
    "World Championships",
    "Junior Grand Prix",
    "ice dance",
    "pairs skating",
    "medalists",
    "European Championships",
    "World Junior Championships",
    "singles skating",
    "Grand Prix Final",
    "Olympic medalists",
    "ISU competitions"
  ],
  "neighboring_domains": [
    "Winter sports",
    "Olympic sports",
    "Athlete biographies",
    "International sports events",
    "Competitive ice skating"
  ],
  "ambiguity_note": "While the cluster centers on figure skating competitions, some passages mention athlete backgrounds or training, which slightly overlap with biographical or training-related content."
}
```


road design
traffic control
urban mobility
shared space
traffic safety
road capacity
permeability
headway
road diets
context-sensitive solutions
traffic calming
urban planning

transportation engineering
urban planning
public policy
environmental impact assessment
pedestrian and cyclist infrastructure

```json
{
  "label": "Urban Road and Traffic Management",
  "summary": "This cluster focuses on the design, regulation, and optimization of urban road systems and traffic flow, including strategies for safety, capacity, and accessibility. It covers topics such as road design, traffic control, shared space initiatives, and measures to manage congestion and reduce environmental impact.",
  "keywords": [
    "road design",
    "traffic control",
    "urban mobility",
    "shared space",
    "traffic safety",
    "road capacity",
    "permeability",
    "headway",
    "road diets",
    "context-sensitive solutions",
    "traffic calming",
    "urban planning"
  ],
  "neighboring_domains": [
    "transportation engineering",
    "urban planning",
    "public policy",
    "environmental impact assessment",
    "pedestrian and cyclist infrastructure"
  ],
  "ambiguity_note": "While the cluster centers on urban road and traffic management, some passages touch on broader transportation topics like public transit and cycling, introducing a degree of thematic overlap."
}
```


manufacturing companies
industrial tools
automotive parts
company acquisitions
product development
tool manufacturing
machinery production
consumer goods
corporate expansion
industrial history
steel and metal products
plastic manufacturing

automotive industry
consumer goods manufacturing
engineering and industrial design
corporate history
materials science

```json
{
  "label": "Industrial Manufacturing Companies",
  "summary": "This cluster consists of historical and operational descriptions of various industrial and manufacturing companies, primarily in the United States, covering a range of sectors including automotive parts, tools, machinery, and consumer goods. These companies often expanded through acquisitions, developed new product lines, and adapted to technological and market changes over time.",
  "keywords": [
    "manufacturing companies",
    "industrial tools",
    "automotive parts",
    "company acquisitions",
    "product development",
    "tool manufacturing",
    "machinery production",
    "consumer goods",
    "corporate expansion",
    "industrial history",
    "steel and metal products",
    "plastic manufacturing"
  ],
  "neighboring_domains": [
    "automotive industry",
    "consumer goods manufacturing",
    "engineering and industrial design",
    "corporate history",
    "materials science"
  ],
  "ambiguity_note": "While the cluster centers on industrial manufacturing, some entries touch on unrelated sectors like office supplies or building materials, indicating a degree of overlap with adjacent industries."
}
```


actor
film roles
television roles
biography
international actors
filmography
acting career
character actor
Hollywood
British actors
Swedish actors
Canadian actors

film industry
television industry
entertainment biographies
actor careers
cultural figures

```json
{
  "label": "Notable International Actors",
  "summary": "This cluster centers on biographical information about prominent actors from various countries, highlighting their film and television roles, career milestones, and personal backgrounds.",
  "keywords": ["actor", "film roles", "television roles", "biography", "international actors", "filmography", "acting career", "character actor", "Hollywood", "British actors", "Swedish actors", "Canadian actors"],
  "neighboring_domains": ["film industry", "television industry", "entertainment biographies", "actor careers", "cultural figures"],
  "ambiguity_note": "Some entries overlap with broader entertainment industry topics and may include partial or incomplete biographical details."
}
```


pop concerts
stage performances
tour reviews
costume design
dance routines
celebrity tours
live music shows
theatrical elements
audience engagement
pop music spectacle
tour setlists
performance reviews

Music Industry Events
Entertainment Reviews
Celebrity Culture
Live Performance Art
Fashion in Music

```json
{
  "label": "Pop Music Concert Tours",
  "summary": "This cluster centers on major concert tours by prominent pop artists, highlighting their performances, stage design, costumes, and audience reception. The content reflects the spectacle, choreography, and thematic elements that define large-scale pop concerts.",
  "keywords": [
    "pop concerts",
    "stage performances",
    "tour reviews",
    "costume design",
    "dance routines",
    "celebrity tours",
    "live music shows",
    "theatrical elements",
    "audience engagement",
    "pop music spectacle",
    "tour setlists",
    "performance reviews"
  ],
  "neighboring_domains": [
    "Music Industry Events",
    "Entertainment Reviews",
    "Celebrity Culture",
    "Live Performance Art",
    "Fashion in Music"
  ],
  "ambiguity_note": "While the cluster is centered on pop music tours, some overlap exists with broader topics like fashion, performance art, and celebrity culture, making the boundaries somewhat fluid."
}
```


lightship
Coast Guard
buoy tender
museum ship
maritime preservation
Northwest Seaport
National Historic Landmark
vessel restoration
seamanship training
historic vessels
maritime heritage
ship decommissioning

Maritime history
Nautical education
Historic preservation
Coastal navigation
Marine museums

```json
{
  "label": "Historic Maritime Vessels and Preservation",
  "summary": "This cluster focuses on historic maritime vessels, particularly lightships and Coast Guard buoy tenders, and their preservation as museum ships or through nonprofit organizations. It includes details about their service history, decommissioning, and repurposing for educational or public use.",
  "keywords": [
    "lightship",
    "Coast Guard",
    "buoy tender",
    "museum ship",
    "maritime preservation",
    "Northwest Seaport",
    "National Historic Landmark",
    "vessel restoration",
    "seamanship training",
    "historic vessels",
    "maritime heritage",
    "ship decommissioning"
  ],
  "neighboring_domains": [
    "Maritime history",
    "Nautical education",
    "Historic preservation",
    "Coastal navigation",
    "Marine museums"
  ],
  "ambiguity_note": "While the cluster centers on maritime preservation and historic vessels, some entries touch on related but distinct topics such as ferry conversions and shipwreck recovery, adding a degree of thematic variation."
}
```


historic plantations
Federal style architecture
Greek Revival style
National Register of Historic Places
Confederate figures
plantation houses
outbuildings
tobacco plantations
historic estates
antebellum architecture
Civil War history
Virginia history

American Civil War history
Southern architecture
African American history
Colonial and antebellum history
Heritage preservation

```json
{
  "label": "Historic Plantations and Homes",
  "summary": "This cluster consists of descriptions of historic plantations, homes, and estates, primarily in Virginia and surrounding regions, with a focus on architectural styles, historical significance, and associated figures such as Confederate generals and prominent families.",
  "keywords": [
    "historic plantations",
    "Federal style architecture",
    "Greek Revival style",
    "National Register of Historic Places",
    "Confederate figures",
    "plantation houses",
    "outbuildings",
    "tobacco plantations",
    "historic estates",
    "antebellum architecture",
    "Civil War history",
    "Virginia history"
  ],
  "neighboring_domains": [
    "American Civil War history",
    "Southern architecture",
    "African American history",
    "Colonial and antebellum history",
    "Heritage preservation"
  ],
  "ambiguity_note": "While the cluster centers on historic plantations and homes, some entries include mixed content such as golf courses or modern developments, which may slightly blur the thematic focus."
}
```


British composers
music education
Royal Academy of Music
choral conductors
organists
musical administrators
20th-century music
classical music
music theory
choir leadership
musical institutions
British Council

Classical music history
Musicology
British cultural institutions
Choral music
Music pedagogy

```json
{
  "label": "British Classical Music Educators and Administrators",
  "summary": "This cluster centers on British individuals who made significant contributions to classical music through composition, performance, education, and administration, particularly in the 20th century. Many were associated with prestigious institutions such as the Royal Academy of Music, the BBC, and various universities, and played key roles in shaping the British musical landscape.",
  "keywords": [
    "British composers",
    "music education",
    "Royal Academy of Music",
    "choral conductors",
    "organists",
    "musical administrators",
    "20th-century music",
    "classical music",
    "music theory",
    "choir leadership",
    "musical institutions",
    "British Council"
  ],
  "neighboring_domains": [
    "Classical music history",
    "Musicology",
    "British cultural institutions",
    "Choral music",
    "Music pedagogy"
  ],
  "ambiguity_note": "While the cluster is centered on British classical music figures, some overlap exists with broader cultural and educational domains, and a few individuals have mixed careers in law or other fields."
}
```


South African Railways
steam locomotives
wheel arrangements
Cape Government Railways
Natal Government Railways
locomotive classes
tender locomotives
articulated locomotives
Pacific type
Mountain type
Garratt locomotives
railway history

rail transport engineering
historical transportation
steam engine technology
railway classification systems
South African industrial history

```json
{
  "label": "South African Steam Locomotive Classes",
  "summary": "This cluster focuses on various classes of steam locomotives used in South Africa, detailing their wheel arrangements, manufacturers, service history, and roles in passenger and freight transport.",
  "keywords": [
    "South African Railways",
    "steam locomotives",
    "wheel arrangements",
    "Cape Government Railways",
    "Natal Government Railways",
    "locomotive classes",
    "tender locomotives",
    "articulated locomotives",
    "Pacific type",
    "Mountain type",
    "Garratt locomotives",
    "railway history"
  ],
  "neighboring_domains": [
    "rail transport engineering",
    "historical transportation",
    "steam engine technology",
    "railway classification systems",
    "South African industrial history"
  ],
  "ambiguity_note": "Some passages mention locomotives used in other regions like East Africa or New Zealand, which may slightly blur the focus on South Africa alone."
}
```


Summary: This cluster focuses on individuals convicted of or suspected in multiple murders, including serial killers and cases involving sexual assault, child victims, and lethal injections as a form of execution. The content includes biographical details, crime descriptions, and legal outcomes.

serial killer
murder
sexual assault
child victim
lethal injection
criminal conviction
death row
forensic evidence
execution
criminal history
DNA testing
violent crime

Criminal Justice
Forensic Science
True Crime
Capital Punishment
Violent Offenders

While the cluster centers on serial killers and murder cases, some entries include individuals who were later exonerated or have mixed criminal histories, introducing some thematic variation.


Napoleonic Wars
French military officers
battle campaigns
military promotions
Imperial Guard
cavalry units
Austerlitz
Peninsular War
French Revolutionary Wars
military ranks
command roles
European campaigns

European military history
French Revolution
19th-century military strategy
Napoleon Bonaparte's campaigns
Military leadership

```json
{
  "label": "French Military Officers in the Napoleonic Wars",
  "summary": "This cluster focuses on French military officers who served during the Napoleonic Wars, detailing their promotions, key battles, and roles in major campaigns across Europe and Spain.",
  "keywords": [
    "Napoleonic Wars",
    "French military officers",
    "battle campaigns",
    "military promotions",
    "Imperial Guard",
    "cavalry units",
    "Austerlitz",
    "Peninsular War",
    "French Revolutionary Wars",
    "military ranks",
    "command roles",
    "European campaigns"
  ],
  "neighboring_domains": [
    "European military history",
    "French Revolution",
    "19th-century military strategy",
    "Napoleon Bonaparte's campaigns",
    "Military leadership"
  ],
  "ambiguity_note": "While the cluster centers on French military figures, some variation exists in the specific campaigns and roles described, spanning both the Revolutionary and Napoleonic periods."
}
```


Las Vegas casinos
resort expansions
hotel ownership
gaming industry
casino acquisitions
Nevada resorts
casino history
hotel development
gaming corporations
Laughlin casinos
casino rebranding
hotel-casino complexes

Gambling industry
Hospitality and tourism
Real estate development
Entertainment venues
Corporate acquisitions

```json
{
  "label": "Las Vegas Casinos and Resorts",
  "summary": "This cluster focuses on casinos, resorts, and related developments in Las Vegas and surrounding areas, including ownership changes, expansions, and historical operations of major properties.",
  "keywords": [
    "Las Vegas casinos",
    "resort expansions",
    "hotel ownership",
    "gaming industry",
    "casino acquisitions",
    "Nevada resorts",
    "casino history",
    "hotel development",
    "gaming corporations",
    "Laughlin casinos",
    "casino rebranding",
    "hotel-casino complexes"
  ],
  "neighboring_domains": [
    "Gambling industry",
    "Hospitality and tourism",
    "Real estate development",
    "Entertainment venues",
    "Corporate acquisitions"
  ],
  "ambiguity_note": "Some passages mention related entities or broader corporate activities, which may slightly blur the focus on Las Vegas-specific casinos and resorts."
}
```


group dynamics
social psychology
conformity
deviance
deindividuation
social norms
group identity
moral disengagement
social conditioning
crowd behavior
groupism
social role valorization

sociology
psychology
anthropology
political science
organizational behavior

```json
{
  "label": "Group Behavior and Social Dynamics",
  "summary": "This cluster focuses on the psychological and sociological processes that govern how individuals behave within groups, including conformity, deviance, deindividuation, and the influence of social norms and roles. It explores how group membership shapes identity, decision-making, and social interactions.",
  "keywords": [
    "group dynamics",
    "social psychology",
    "conformity",
    "deviance",
    "deindividuation",
    "social norms",
    "group identity",
    "moral disengagement",
    "social conditioning",
    "crowd behavior",
    "groupism",
    "social role valorization"
  ],
  "neighboring_domains": [
    "sociology",
    "psychology",
    "anthropology",
    "political science",
    "organizational behavior"
  ],
  "ambiguity_note": "While the cluster centers on group behavior, some passages touch on broader sociological concepts like social structure and identity, introducing some thematic overlap with adjacent domains."
}
```


sports broadcasting
regional sports networks
cable television
sports contracts
broadcast rights
NBA coverage
MLB games
NFL broadcasting
Fox Sports
ESPN
blackout rules
sports networks

Television broadcasting
Media rights and contracts
Cable and satellite TV
College sports media
Sports media history

```json
{
  "label": "Sports Broadcasting in the United States",
  "summary": "This cluster focuses on the structure, history, and operations of sports broadcasting in the United States, including regional and national networks, cable and satellite distribution, blackout rules, and the evolution of major sports channels and contracts.",
  "keywords": [
    "sports broadcasting",
    "regional sports networks",
    "cable television",
    "sports contracts",
    "broadcast rights",
    "NBA coverage",
    "MLB games",
    "NFL broadcasting",
    "Fox Sports",
    "ESPN",
    "blackout rules",
    "sports networks"
  ],
  "neighboring_domains": [
    "Television broadcasting",
    "Media rights and contracts",
    "Cable and satellite TV",
    "College sports media",
    "Sports media history"
  ],
  "ambiguity_note": "While the cluster centers on U.S. sports broadcasting, some content overlaps with international sports coverage and general media history, introducing mild thematic variation."
}
```


karate
aikido
kata
kobudo
judo
jujutsu
weapons training
Bogu Kumite
Okinawan martial arts
Japanese koryū
Sanchin
Tensho

martial arts philosophy
self-defense techniques
Okinawan culture
traditional Japanese arts
combat sports

```json
{
  "label": "Japanese and Okinawan Martial Arts",
  "summary": "This cluster centers on traditional Japanese and Okinawan martial arts, including their techniques, schools, and historical development. It covers a range of disciplines such as karate, aikido, jujutsu, and kobudo, emphasizing forms (kata), weapons training, and philosophical principles like discipline and combative strategy.",
  "keywords": [
    "karate",
    "aikido",
    "kata",
    "kobudo",
    "judo",
    "jujutsu",
    "weapons training",
    "Bogu Kumite",
    "Okinawan martial arts",
    "Japanese koryū",
    "Sanchin",
    "Tensho"
  ],
  "neighboring_domains": [
    "martial arts philosophy",
    "self-defense techniques",
    "Okinawan culture",
    "traditional Japanese arts",
    "combat sports"
  ],
  "ambiguity_note": "While the cluster is centered on martial arts, some passages touch on related disciplines or modern adaptations, creating a slight overlap with broader combat and self-defense practices."
}
```


1948 Australian cricket team
England cricket tour
Ray Lindwall
Bill Johnston
Don Bradman
Lindsay Hassett
Test cricket
bowling performance
batting partnerships
Ashes series
county matches
cricket statistics

cricket history
sports performance analysis
international cricket tours
Australian sports teams
English cricket

```json
{
  "label": "1948 Australian Cricket Team in England",
  "summary": "This cluster centers on the 1948 Australian cricket team's tour of England, highlighting key matches, player performances, and the team's dominance during the series. It includes detailed accounts of bowlers like Ray Lindwall, Bill Johnston, and Sam Loxton, as well as batsmen such as Don Bradman and Lindsay Hassett.",
  "keywords": [
    "1948 Australian cricket team",
    "England cricket tour",
    "Ray Lindwall",
    "Bill Johnston",
    "Don Bradman",
    "Lindsay Hassett",
    "Test cricket",
    "bowling performance",
    "batting partnerships",
    "Ashes series",
    "county matches",
    "cricket statistics"
  ],
  "neighboring_domains": [
    "cricket history",
    "sports performance analysis",
    "international cricket tours",
    "Australian sports teams",
    "English cricket"
  ],
  "ambiguity_note": "While the cluster is centered on the 1948 Australian cricket tour of England, a few passages reference other series and players, introducing some variation in focus."
}
```


Field Elm
Ulmus minor
cultivars
Dutch elm disease
botanical gardens
Späth nursery
hybrid elms
ornamental trees
tree propagation
Royal Botanic Garden Edinburgh
variegated elms
tree susceptibility

Plant pathology
Horticulture
Tree species classification
Botanical history
Ornamental horticulture

```json
{
  "label": "Field Elm Cultivars and Hybrids",
  "summary": "This cluster focuses on various cultivars and hybrids of the Field Elm (Ulmus minor) and related species, including their historical cultivation, botanical characteristics, and susceptibility to Dutch elm disease. These entries describe specific cultivars, their origins, distribution, and survival status, often referencing botanical gardens and nurseries such as Kew Gardens and the Späth nursery.",
  "keywords": [
    "Field Elm",
    "Ulmus minor",
    "cultivars",
    "Dutch elm disease",
    "botanical gardens",
    "Späth nursery",
    "hybrid elms",
    "ornamental trees",
    "tree propagation",
    "Royal Botanic Garden Edinburgh",
    "variegated elms",
    "tree susceptibility"
  ],
  "neighboring_domains": [
    "Plant pathology",
    "Horticulture",
    "Tree species classification",
    "Botanical history",
    "Ornamental horticulture"
  ],
  "ambiguity_note": "Some entries overlap with broader elm species and hybrids, and a few cultivars are described with uncertain identities or synonymy, introducing some ambiguity in classification."
}
```


Renaissance music
Baroque music
Italian composers
harpsichord
organ music
madrigals
polyphony
music theory
keyboard music
sacred vocal works
musical treatises
early music collections

Music history
Classical music
European cultural history
Musicology
Instrumental music

```json
{
  "label": "Italian Renaissance and Baroque Music",
  "summary": "This cluster focuses on the development and key figures of Italian Renaissance and Baroque music, including composers, their works, and the evolution of musical forms and instruments during this period.",
  "keywords": [
    "Renaissance music",
    "Baroque music",
    "Italian composers",
    "harpsichord",
    "organ music",
    "madrigals",
    "polyphony",
    "music theory",
    "keyboard music",
    "sacred vocal works",
    "musical treatises",
    "early music collections"
  ],
  "neighboring_domains": [
    "Music history",
    "Classical music",
    "European cultural history",
    "Musicology",
    "Instrumental music"
  ],
  "ambiguity_note": "While the cluster centers on Italian Renaissance and Baroque music, some passages touch on broader European influences and later developments, creating a slight overlap with adjacent historical and regional music traditions."
}
```


Gulf business leaders
UAE corporations
Qatari economic entities
GCC investment
oil and gas industry
Middle Eastern entrepreneurs
economic development
real estate ventures
international trade
business partnerships
sovereign wealth funds
regional economic cooperation

Middle Eastern politics
Corporate finance
International business
Energy and natural resources
Economic development

```json
{
  "label": "Middle Eastern Business and Economic Entities",
  "summary": "This cluster centers on prominent business figures, companies, and economic initiatives in the Middle East, particularly in the Gulf Cooperation Council (GCC) countries. It includes descriptions of corporate groups, investment firms, economic development organizations, and the roles of influential individuals in sectors such as oil, real estate, technology, and international trade.",
  "keywords": [
    "Gulf business leaders",
    "UAE corporations",
    "Qatari economic entities",
    "GCC investment",
    "oil and gas industry",
    "Middle Eastern entrepreneurs",
    "economic development",
    "real estate ventures",
    "international trade",
    "business partnerships",
    "sovereign wealth funds",
    "regional economic cooperation"
  ],
  "neighboring_domains": [
    "Middle Eastern politics",
    "Corporate finance",
    "International business",
    "Energy and natural resources",
    "Economic development"
  ],
  "ambiguity_note": "While the cluster is centered on business and economic entities in the Middle East, some passages touch on related topics such as expatriate communities and educational initiatives, introducing a degree of thematic overlap."
}
```


sustainable development
green building
environmental protection
corporate sustainability
renewable energy
sustainability education
global partnerships
carbon emissions
environmental reporting
sustainable urban development
green conventions
sustainability metrics

Climate change mitigation
Corporate social responsibility
Environmental policy
Urban planning
Renewable energy technologies

```json
{
  "label": "Sustainable Development and Environmental Initiatives",
  "summary": "This cluster centers on efforts to promote sustainable development through environmental protection, corporate responsibility, and international collaboration. It includes initiatives focused on green building, renewable energy, sustainability education, and global partnerships aimed at reducing environmental impact and fostering long-term ecological and social well-being.",
  "keywords": [
    "sustainable development",
    "green building",
    "environmental protection",
    "corporate sustainability",
    "renewable energy",
    "sustainability education",
    "global partnerships",
    "carbon emissions",
    "environmental reporting",
    "sustainable urban development",
    "green conventions",
    "sustainability metrics"
  ],
  "neighboring_domains": [
    "Climate change mitigation",
    "Corporate social responsibility",
    "Environmental policy",
    "Urban planning",
    "Renewable energy technologies"
  ],
  "ambiguity_note": "While the cluster is centered on sustainability and environmental initiatives, some passages touch on related but distinct areas such as education, business practices, and urban development, which may introduce some thematic overlap."
}
```


breweries
beer brands
alcoholic beverages
brewing companies
pale lager
Heineken
SABMiller
Budweiser
craft beer
brewery history
beer production
regional beer

alcohol production
brewing industry
beverage manufacturing
alcoholic drinks
food and drink culture

```json
{
  "label": "Breweries and Beer Brands",
  "summary": "This cluster focuses on breweries, beer brands, and related alcoholic beverages across various regions and companies. It includes descriptions of specific brands, brewing companies, beer types, and regional variations, highlighting the global beer industry and its diverse products.",
  "keywords": [
    "breweries",
    "beer brands",
    "alcoholic beverages",
    "brewing companies",
    "pale lager",
    "Heineken",
    "SABMiller",
    "Budweiser",
    "craft beer",
    "brewery history",
    "beer production",
    "regional beer"
  ],
  "neighboring_domains": [
    "alcohol production",
    "brewing industry",
    "beverage manufacturing",
    "alcoholic drinks",
    "food and drink culture"
  ],
  "ambiguity_note": "The cluster includes a mix of brewery histories, brand descriptions, and beer types, with some overlap into related domains like low-alcohol beverages and regional drink culture."
}
```


Mesopotamia
Sumerian cities
Babylonian history
ancient kings
archaeological sites
cuneiform inscriptions
Tigris and Euphrates rivers
Sumerian King List
Assyrian Empire
early urbanization
ancient temples
historical chronicles

Ancient Near Eastern archaeology
Sumerian mythology
Babylonian history
Assyrian history
Early civilization development

```json
{
  "label": "Ancient Mesopotamian History",
  "summary": "This cluster centers on ancient Mesopotamian cities, rulers, and historical events, including references to Sumerian and Babylonian civilizations, archaeological discoveries, and early urban development in the region.",
  "keywords": [
    "Mesopotamia",
    "Sumerian cities",
    "Babylonian history",
    "ancient kings",
    "archaeological sites",
    "cuneiform inscriptions",
    "Tigris and Euphrates rivers",
    "Sumerian King List",
    "Assyrian Empire",
    "early urbanization",
    "ancient temples",
    "historical chronicles"
  ],
  "neighboring_domains": [
    "Ancient Near Eastern archaeology",
    "Sumerian mythology",
    "Babylonian history",
    "Assyrian history",
    "Early civilization development"
  ],
  "ambiguity_note": "Some passages reference overlapping or uncertain locations and historical figures, and a few blur the lines between historical records and mythological accounts."
}
```


album release
music single
digital distribution
music video
tour announcement
pre-order
streaming availability
band promotion
track listing
iTunes release
Myspace profile
album tour

Music Industry Marketing
Live Music Events
Digital Music Distribution
Artist Promotion Strategies
Music Production and Recording

```json
{
  "label": "Music Album Releases and Singles",
  "summary": "This cluster focuses on the release and promotion of music albums and singles by various bands and artists, including details about single releases, album announcements, streaming availability, music videos, and tour activities.",
  "keywords": [
    "album release",
    "music single",
    "digital distribution",
    "music video",
    "tour announcement",
    "pre-order",
    "streaming availability",
    "band promotion",
    "track listing",
    "iTunes release",
    "Myspace profile",
    "album tour"
  ],
  "neighboring_domains": [
    "Music Industry Marketing",
    "Live Music Events",
    "Digital Music Distribution",
    "Artist Promotion Strategies",
    "Music Production and Recording"
  ],
  "ambiguity_note": "While the cluster centers on music album and single releases, some passages include tangential details about promotional campaigns or related events, which may blur the focus slightly."
}
```


Hurricane Katrina
New Orleans
levee failures
disaster relief
flood damage
reconstruction
FEMA
Louisiana
emergency response
political effects
infrastructure repair
coastal flooding

Natural disasters
Emergency management
Urban planning
Environmental policy
Disaster recovery

```json
{
  "label": "Hurricane Katrina and Its Aftermath",
  "summary": "This cluster focuses on Hurricane Katrina, a devastating 2005 Category 5 hurricane that caused catastrophic damage, particularly in New Orleans, Louisiana. It covers the storm's immediate effects, including levee failures and flooding, the subsequent disaster relief efforts, political and social responses, and the long-term reconstruction of the city and surrounding regions.",
  "keywords": [
    "Hurricane Katrina",
    "New Orleans",
    "levee failures",
    "disaster relief",
    "flood damage",
    "reconstruction",
    "FEMA",
    "Louisiana",
    "emergency response",
    "political effects",
    "infrastructure repair",
    "coastal flooding"
  ],
  "neighboring_domains": [
    "Natural disasters",
    "Emergency management",
    "Urban planning",
    "Environmental policy",
    "Disaster recovery"
  ],
  "ambiguity_note": "While the cluster is centered on Hurricane Katrina, some passages touch on related topics such as Hurricane Isaac and the Deepwater Horizon oil spill, which may introduce some thematic overlap or ambiguity."
}
```


Chinese educators
scholars
higher education
cultural exchange
Boxer Indemnity Scholarship
university leadership
Sinology
modern Chinese history
academic contributions
cross-cultural studies
intellectual history
Chinese universities

Modern Chinese history
International education
Sinology and Chinese studies
Political science in China
Cultural diplomacy

```json
{
  "label": "Chinese Educators and Scholars",
  "summary": "This cluster centers on notable Chinese educators, scholars, and intellectuals who have made significant contributions to academia, higher education, and cultural exchange, both within China and internationally. Many of them studied abroad, particularly in the United States and Japan, and played key roles in shaping modern Chinese education and intellectual life.",
  "keywords": [
    "Chinese educators",
    "scholars",
    "higher education",
    "cultural exchange",
    "Boxer Indemnity Scholarship",
    "university leadership",
    "Sinology",
    "modern Chinese history",
    "academic contributions",
    "cross-cultural studies",
    "intellectual history",
    "Chinese universities"
  ],
  "neighboring_domains": [
    "Modern Chinese history",
    "International education",
    "Sinology and Chinese studies",
    "Political science in China",
    "Cultural diplomacy"
  ],
  "ambiguity_note": "While the cluster is centered on Chinese educators and scholars, some entries include individuals with broader political or literary roles, which may slightly blur the boundaries of the main theme."
}
```


air missions
military aviation
fighter aircraft
bomber operations
combat missions
air force units
strategic bombing
reconnaissance flights
aircraft coordination
Vietnam War
World War II
air combat

military history
aviation technology
strategic warfare
military logistics
air defense systems

```json
{
  "label": "Military Air Operations and Missions",
  "summary": "This cluster focuses on military air operations, including fighter and bomber missions, reconnaissance, and strategic deployments during conflicts such as the Vietnam War, World War II, and other historical military campaigns. It includes details on aircraft types, mission planning, combat encounters, and the coordination of air forces.",
  "keywords": [
    "air missions",
    "military aviation",
    "fighter aircraft",
    "bomber operations",
    "combat missions",
    "air force units",
    "strategic bombing",
    "reconnaissance flights",
    "aircraft coordination",
    "Vietnam War",
    "World War II",
    "air combat"
  ],
  "neighboring_domains": [
    "military history",
    "aviation technology",
    "strategic warfare",
    "military logistics",
    "air defense systems"
  ],
  "ambiguity_note": "While the cluster centers on military air operations, some passages touch on related areas such as intelligence coordination and historical battles, which may introduce some thematic overlap with adjacent domains."
}
```


verb inflection
auxiliary verbs
tense and aspect
case agreement
morphological affixes
copula usage
participles
pronoun agreement
language syntax
active–stative languages
clitics
grammatical markers

Linguistic typology
Syntax and semantics
Phonology and morphology
Language families and isolates
Grammatical theory

```json
{
  "label": "Linguistic Morphology and Syntax",
  "summary": "This cluster focuses on the morphological and syntactic features of various languages, particularly the inflection of verbs, use of auxiliaries, agreement patterns, and grammatical constructions such as tenses, cases, and affixes. It includes discussions of specific languages like Basque, Tok Pisin, and Hurrian, as well as broader linguistic phenomena like copulas, participles, and active–stative systems.",
  "keywords": [
    "verb inflection",
    "auxiliary verbs",
    "tense and aspect",
    "case agreement",
    "morphological affixes",
    "copula usage",
    "participles",
    "pronoun agreement",
    "language syntax",
    "active–stative languages",
    "clitics",
    "grammatical markers"
  ],
  "neighboring_domains": [
    "Linguistic typology",
    "Syntax and semantics",
    "Phonology and morphology",
    "Language families and isolates",
    "Grammatical theory"
  ],
  "ambiguity_note": "While the cluster centers on morphological and syntactic features, some variation exists in the specific languages and constructions discussed, which may overlap with broader linguistic typology or language-specific grammar studies."
}
```


Ontario communities
local neighborhoods
town history
community facilities
public schools
recreational areas
regional festivals
municipal services
rural villages
community events
local infrastructure
historical landmarks

Canadian regional geography
municipal administration
local history
community development
rural tourism

```json
{
  "label": "Ontario Communities and Neighbourhoods",
  "summary": "This cluster focuses on small towns, villages, and neighborhoods in Ontario, Canada, describing their local geography, historical background, community facilities, and cultural or recreational activities.",
  "keywords": [
    "Ontario communities",
    "local neighborhoods",
    "town history",
    "community facilities",
    "public schools",
    "recreational areas",
    "regional festivals",
    "municipal services",
    "rural villages",
    "community events",
    "local infrastructure",
    "historical landmarks"
  ],
  "neighboring_domains": [
    "Canadian regional geography",
    "municipal administration",
    "local history",
    "community development",
    "rural tourism"
  ],
  "ambiguity_note": "While the cluster centers on Ontario communities, some passages touch on broader economic or educational themes, introducing slight thematic variation."
}
```


football player
Argentina
soccer
biography
professional career
club history
midfielder
forward
loan transfer
youth academy
Primera División
South American sports

European football players
sports transfers and contracts
youth sports development
Latin American sports culture
professional sports careers

```json
{
  "label": "South American Football Players",
  "summary": "This cluster consists of biographical passages about South American professional football (soccer) players, primarily from Argentina, with some from Paraguay, Ecuador, and Colombia. The content focuses on their early careers, club histories, and professional development across various leagues.",
  "keywords": ["football player", "Argentina", "soccer", "biography", "professional career", "club history", "midfielder", "forward", "loan transfer", "youth academy", "Primera División", "South American sports"],
  "neighboring_domains": ["European football players", "sports transfers and contracts", "youth sports development", "Latin American sports culture", "professional sports careers"],
  "ambiguity_note": "While the cluster centers on South American football players, there is some variation in the specific leagues and roles mentioned, and a few entries include players from different regions or with mixed career paths."
}
```


Mexican art
visual artists
muralists
museums
art exhibitions
art education
contemporary artists
art institutions
painting
sculpture
National School of Fine Arts
Palacio de Bellas Artes

Latin American art
Modern art movements
Cultural institutions
Art history
Surrealism and magical realism

```json
{
  "label": "Mexican Visual Artists and Art Institutions",
  "summary": "This cluster centers on Mexican visual artists, their artistic practices, and associated institutions. It includes biographical details of painters, sculptors, and muralists, as well as descriptions of museums and galleries that showcase their work. The content highlights the cultural and educational impact of these artists and the institutions that support them.",
  "keywords": [
    "Mexican art",
    "visual artists",
    "muralists",
    "museums",
    "art exhibitions",
    "art education",
    "contemporary artists",
    "art institutions",
    "painting",
    "sculpture",
    "National School of Fine Arts",
    "Palacio de Bellas Artes"
  ],
  "neighboring_domains": [
    "Latin American art",
    "Modern art movements",
    "Cultural institutions",
    "Art history",
    "Surrealism and magical realism"
  ],
  "ambiguity_note": "While the cluster is centered on Mexican visual artists and art institutions, some entries overlap with broader Latin American art movements and may include elements of surrealism or magical realism, which could introduce thematic variation."
}
```


Justice League
Anti-Monitor
Superman
Darkseid
Green Lantern
Maxwell Lord
OMAC Project
Infinite Crisis
Crisis on Two Earths
Sinestro Corps
Apokolips
Superboy-Prime

Superhero team dynamics
Cosmic threats in comics
DC multiverse
Villain origin stories
Science fiction in comics

```json
{
  "label": "DC Comics Superhero Conflicts",
  "summary": "This cluster centers on major story arcs and conflicts in DC Comics involving superheroes, supervillains, and cosmic threats. It includes events like battles with the Anti-Monitor, the Sinestro Corps, and the Justice League's responses to global and interdimensional crises.",
  "keywords": [
    "Justice League",
    "Anti-Monitor",
    "Superman",
    "Darkseid",
    "Green Lantern",
    "Maxwell Lord",
    "OMAC Project",
    "Infinite Crisis",
    "Crisis on Two Earths",
    "Sinestro Corps",
    "Apokolips",
    "Superboy-Prime"
  ],
  "neighboring_domains": [
    "Superhero team dynamics",
    "Cosmic threats in comics",
    "DC multiverse",
    "Villain origin stories",
    "Science fiction in comics"
  ],
  "ambiguity_note": "While the cluster is centered on DC Comics superhero conflicts, some passages touch on related themes like time travel, alternate realities, and character personal struggles, which may blur the boundaries with adjacent domains."
}
```


contemporary art
art exhibitions
artists
museums
biennales
galleries
curators
modern art
visual art
art institutions
international exhibitions
artworks

art criticism
cultural institutions
modern art history
art media and publications
public art and urban space

```json
{
  "label": "Contemporary Visual Art Exhibitions",
  "summary": "This cluster centers on contemporary visual art, focusing on artists, curators, and institutions involved in exhibitions, biennales, and gallery shows. It highlights the global reach of modern art practices and the diverse venues where they are presented.",
  "keywords": [
    "contemporary art",
    "art exhibitions",
    "artists",
    "museums",
    "biennales",
    "galleries",
    "curators",
    "modern art",
    "visual art",
    "art institutions",
    "international exhibitions",
    "artworks"
  ],
  "neighboring_domains": [
    "art criticism",
    "cultural institutions",
    "modern art history",
    "art media and publications",
    "public art and urban space"
  ],
  "ambiguity_note": "While the cluster is centered on contemporary visual art, some entries include broader cultural or interdisciplinary elements, such as performance art or community-based projects, which may slightly blur the boundaries."
}
```


CPU cache
memory hierarchy
cache miss
memory barrier
instruction set architecture
register allocation
out-of-order execution
real-time operating system
memory-level parallelism
speculative execution
synchronization
cache control

Operating systems
Parallel computing
Computer hardware design
Concurrency and multithreading
Embedded systems

```json
{
  "label": "Computer Architecture and Memory Systems",
  "summary": "This cluster focuses on the design and operation of computer memory systems, including CPU caches, memory hierarchies, synchronization mechanisms, and low-level execution control. It covers topics such as cache misses, memory barriers, instruction set architecture, and techniques for optimizing performance and ensuring correct behavior in multi-threaded or real-time environments.",
  "keywords": [
    "CPU cache",
    "memory hierarchy",
    "cache miss",
    "memory barrier",
    "instruction set architecture",
    "register allocation",
    "out-of-order execution",
    "real-time operating system",
    "memory-level parallelism",
    "speculative execution",
    "synchronization",
    "cache control"
  ],
  "neighboring_domains": [
    "Operating systems",
    "Parallel computing",
    "Computer hardware design",
    "Concurrency and multithreading",
    "Embedded systems"
  ],
  "ambiguity_note": "While the cluster centers on memory and CPU architecture, some passages touch on broader topics like real-time systems and I/O, introducing some overlap with adjacent domains."
}
```


phone hacking
UK media
News of the World
The Sun
legal cases
public figures
defamation law
Metropolitan Police
Rebekah Brooks
Andy Coulson
privacy violations
regulatory investigations

UK politics
media ethics
criminal law
public relations
celebrity culture

```json
{
  "label": "UK Media Scandals and Legal Issues",
  "summary": "This cluster centers on controversies involving UK media outlets, particularly phone hacking, legal repercussions, and political and public figures affected by these scandals. It includes cases involving major newspapers like The Sun, News of the World, and their connections to public officials, legal actions, and regulatory frameworks.",
  "keywords": [
    "phone hacking",
    "UK media",
    "News of the World",
    "The Sun",
    "legal cases",
    "public figures",
    "defamation law",
    "Metropolitan Police",
    "Rebekah Brooks",
    "Andy Coulson",
    "privacy violations",
    "regulatory investigations"
  ],
  "neighboring_domains": [
    "UK politics",
    "media ethics",
    "criminal law",
    "public relations",
    "celebrity culture"
  ],
  "ambiguity_note": "While the cluster is centered on UK media scandals, it occasionally overlaps with broader topics like political affairs and legal processes, making some boundaries fuzzy."
}
```


jazz musicians
vaudeville
orchestras
nightclubs
radio performances
Black performers
music history
bandleaders
entertainment circuits
live music venues
show business
early 20th-century music

American music history
theater and stage performance
radio broadcasting
African American cultural history
popular music evolution

```json
{
  "label": "Jazz and Vaudeville Performers",
  "summary": "This cluster centers on early 20th-century musicians, bandleaders, and entertainers active in jazz, vaudeville, and related performance traditions, particularly in the United States. It includes figures from orchestras, nightclubs, and traveling shows, with a focus on their careers, collaborations, and cultural impact.",
  "keywords": [
    "jazz musicians",
    "vaudeville",
    "orchestras",
    "nightclubs",
    "radio performances",
    "Black performers",
    "music history",
    "bandleaders",
    "entertainment circuits",
    "live music venues",
    "show business",
    "early 20th-century music"
  ],
  "neighboring_domains": [
    "American music history",
    "theater and stage performance",
    "radio broadcasting",
    "African American cultural history",
    "popular music evolution"
  ],
  "ambiguity_note": "While the cluster is centered on performance and music, some entries blend elements of comedy, theater, and regional entertainment, creating a mix of genres and formats."
}
```


entrepreneurship
technology innovation
startup ventures
education technology
venture capital
business incubators
social impact
digital learning
corporate advisory
product development
entrepreneur mentorship
innovation strategy

Business and Management
Education and E-learning
Information Technology
Social Entrepreneurship
Corporate Philanthropy

```json
{
  "label": "Technology Entrepreneurship and Innovation",
  "summary": "This cluster centers on individuals and organizations involved in technology entrepreneurship, innovation, and education. It includes entrepreneurs, investors, educators, and thought leaders who have contributed to the development of tech startups, educational programs, and initiatives that promote innovation and economic growth.",
  "keywords": [
    "entrepreneurship",
    "technology innovation",
    "startup ventures",
    "education technology",
    "venture capital",
    "business incubators",
    "social impact",
    "digital learning",
    "corporate advisory",
    "product development",
    "entrepreneur mentorship",
    "innovation strategy"
  ],
  "neighboring_domains": [
    "Business and Management",
    "Education and E-learning",
    "Information Technology",
    "Social Entrepreneurship",
    "Corporate Philanthropy"
  ],
  "ambiguity_note": "While the cluster is centered on technology entrepreneurship and innovation, some overlap exists with broader business leadership, education, and social impact domains, making precise boundaries somewhat fuzzy."
}
```


synthesizer
sound module
digital audio workstation
wavetable synthesis
FM synthesis
sampler
music tracker
MIDI
audio processing
electronic music
physical modeling
sequencer

music production
audio engineering
computer music
electronic instruments
digital signal processing

```json
{
  "label": "Electronic Music Hardware and Synthesis",
  "summary": "This cluster focuses on electronic and digital music technologies, including synthesizers, samplers, sound modules, and related hardware. It covers the development and use of various synthesis methods, such as FM, wavetable, and physical modeling, as well as the evolution of digital audio workstations and music production tools.",
  "keywords": [
    "synthesizer",
    "sound module",
    "digital audio workstation",
    "wavetable synthesis",
    "FM synthesis",
    "sampler",
    "music tracker",
    "MIDI",
    "audio processing",
    "electronic music",
    "physical modeling",
    "sequencer"
  ],
  "neighboring_domains": [
    "music production",
    "audio engineering",
    "computer music",
    "electronic instruments",
    "digital signal processing"
  ],
  "ambiguity_note": "While the cluster centers on electronic music hardware and synthesis, some passages touch on broader audio technologies and software, introducing a degree of overlap with adjacent domains."
}
```


articulated bus
low-floor bus
public transportation
bus manufacturers
double-decker bus
urban transit
bus models
transportation design
bus production
VöV-Standard-Bus
Scania buses
Ikarus buses

automotive engineering
urban infrastructure
public transit systems
transportation history
vehicle manufacturing

```json
{
  "label": "Public Transportation Vehicles",
  "summary": "This cluster focuses on the design, production, and use of public transportation vehicles, particularly buses and related models, including articulated buses, low-floor variants, and double-deckers. It covers manufacturers, technical specifications, and regional adaptations across Europe and other markets.",
  "keywords": [
    "articulated bus",
    "low-floor bus",
    "public transportation",
    "bus manufacturers",
    "double-decker bus",
    "urban transit",
    "bus models",
    "transportation design",
    "bus production",
    "VöV-Standard-Bus",
    "Scania buses",
    "Ikarus buses"
  ],
  "neighboring_domains": [
    "automotive engineering",
    "urban infrastructure",
    "public transit systems",
    "transportation history",
    "vehicle manufacturing"
  ],
  "ambiguity_note": "While the cluster centers on public transportation vehicles, some passages touch on related but distinct topics like wheelchair-accessible cars and military vehicle production, introducing minor thematic overlap."
}
```


county demographics
southeastern United States
rural communities
geographic features
historical background
economic characteristics
census data
state boundaries
Native American history
local government
water basins
small towns

regional geography
demographic statistics
local history
southern U.S. culture
river systems

```json
{
  "label": "Southern U.S. Counties and Communities",
  "summary": "This cluster contains information about various counties and small communities in the southeastern United States, focusing on demographic data, geographic features, historical background, and local economic characteristics. The content spans multiple states, including Alabama, Georgia, and Florida, with a particular emphasis on rural and small-town life.",
  "keywords": [
    "county demographics",
    "southeastern United States",
    "rural communities",
    "geographic features",
    "historical background",
    "economic characteristics",
    "census data",
    "state boundaries",
    "Native American history",
    "local government",
    "water basins",
    "small towns"
  ],
  "neighboring_domains": [
    "regional geography",
    "demographic statistics",
    "local history",
    "southern U.S. culture",
    "river systems"
  ],
  "ambiguity_note": "The cluster includes a mix of counties and small towns, with some overlap between geographic, demographic, and historical content, making it challenging to distinguish a single dominant theme beyond the general focus on southern U.S. communities."
}
```


Hungarian nobility
Kingdom of Hungary
Ottoman Empire
political figures
Transylvania
royal court
military campaigns
Diet of Hungary
Ban of Croatia
Sigismund of Luxembourg
Matthias Corvinus
feudal conflicts

Medieval European history
Ottoman-Habsburg conflicts
Central European politics
Hungarian military history
Noble families in Europe

```json
{
  "label": "Hungarian Nobility and Politics",
  "summary": "This cluster focuses on the political and military history of the Kingdom of Hungary between the 13th and 15th centuries, emphasizing the roles of the nobility, key historical figures, and their influence on governance, conflicts, and alliances, particularly in relation to the Ottoman Empire and neighboring regions.",
  "keywords": [
    "Hungarian nobility",
    "Kingdom of Hungary",
    "Ottoman Empire",
    "political figures",
    "Transylvania",
    "royal court",
    "military campaigns",
    "Diet of Hungary",
    "Ban of Croatia",
    "Sigismund of Luxembourg",
    "Matthias Corvinus",
    "feudal conflicts"
  ],
  "neighboring_domains": [
    "Medieval European history",
    "Ottoman-Habsburg conflicts",
    "Central European politics",
    "Hungarian military history",
    "Noble families in Europe"
  ],
  "ambiguity_note": "While the cluster centers on Hungarian nobility and politics, some passages touch on broader European events and alliances, introducing a degree of thematic overlap with neighboring historical domains."
}
```


historic theaters
performance venues
vaudeville
movie palaces
architectural styles
theater renovation
cultural landmarks
demolition and preservation
Broadway influence
theater organs
urban development
cultural history

cultural heritage
urban architecture
entertainment history
theater arts
local history

```json
{
  "label": "Historic Theaters and Performance Venues",
  "summary": "This cluster focuses on historic theaters and performance venues across the United States and Australia, detailing their architectural styles, historical significance, transformations over time, and eventual closures or repurposing.",
  "keywords": [
    "historic theaters",
    "performance venues",
    "vaudeville",
    "movie palaces",
    "architectural styles",
    "theater renovation",
    "cultural landmarks",
    "demolition and preservation",
    "Broadway influence",
    "theater organs",
    "urban development",
    "cultural history"
  ],
  "neighboring_domains": [
    "cultural heritage",
    "urban architecture",
    "entertainment history",
    "theater arts",
    "local history"
  ],
  "ambiguity_note": "While the cluster centers on historic theaters, some entries overlap with broader topics like urban development and cultural institutions, introducing slight thematic variation."
}
```


Major League Baseball
stadiums
ballparks
fan culture
home field advantage
historic venues
no-hitter
venue events
fan chants
retired uniforms
pitcher-friendly parks
hitter-friendly parks

sports history
fan behavior and culture
baseball statistics
venue design and architecture
sports event management

```json
{
  "label": "Major League Baseball Stadiums and Venues",
  "summary": "This cluster focuses on Major League Baseball stadiums, their characteristics, historical significance, and related events. It includes descriptions of specific ballparks, their design features, fan culture, and how they influence gameplay, as well as special events and promotions held at these venues.",
  "keywords": [
    "Major League Baseball",
    "stadiums",
    "ballparks",
    "fan culture",
    "home field advantage",
    "historic venues",
    "no-hitter",
    "venue events",
    "fan chants",
    "retired uniforms",
    "pitcher-friendly parks",
    "hitter-friendly parks"
  ],
  "neighboring_domains": [
    "sports history",
    "fan behavior and culture",
    "baseball statistics",
    "venue design and architecture",
    "sports event management"
  ],
  "ambiguity_note": "While the cluster centers on baseball stadiums and related events, some passages touch on broader topics like memorabilia, game rules, and player behavior, introducing some thematic variation."
}
```


agricultural production
famine
crop yields
peasant economy
taxation
commercial farming
food security
rural labor
collectivization
land reform
subsistence farming
agrarian policies

Economic history
Food systems
Rural sociology
Political economy
Environmental history

```json
{
  "label": "Agricultural Production and Famine",
  "summary": "This cluster centers on the historical and economic dynamics of agricultural production, including crop yields, famine, taxation, and the transition from subsistence to commercial farming. It explores how agricultural policies, labor systems, and environmental factors have shaped food security and rural economies across different regions and time periods.",
  "keywords": [
    "agricultural production",
    "famine",
    "crop yields",
    "peasant economy",
    "taxation",
    "commercial farming",
    "food security",
    "rural labor",
    "collectivization",
    "land reform",
    "subsistence farming",
    "agrarian policies"
  ],
  "neighboring_domains": [
    "Economic history",
    "Food systems",
    "Rural sociology",
    "Political economy",
    "Environmental history"
  ],
  "ambiguity_note": "The cluster includes a mix of historical, economic, and policy-related content, with some overlap between famine studies and agricultural development, making it challenging to draw sharp boundaries."
}
```


igneous rocks
minerals
volcanic rock
feldspar
plagioclase
nepheline syenite
basanite
diorite
orthoclase
perovskite
anorthosite
andesite

petrology mineralogy geology volcanology geochemistry

```json
{
  "label": "Igneous Rocks and Minerals",
  "summary": "This cluster focuses on igneous rocks and associated minerals, including their composition, formation, and classification. It covers a range of rock types such as basanite, diorite, nepheline syenite, and andesite, as well as minerals like pectolite, perovskite, and orthoclase. The content emphasizes geological characteristics, mineral assemblages, and chemical properties.",
  "keywords": [
    "igneous rocks",
    "minerals",
    "volcanic rock",
    "feldspar",
    "plagioclase",
    "nepheline syenite",
    "basanite",
    "diorite",
    "orthoclase",
    "perovskite",
    "anorthosite",
    "andesite"
  ],
  "neighboring_domains": [
    "petrology",
    "mineralogy",
    "geology",
    "volcanology",
    "geochemistry"
  ],
  "ambiguity_note": "While the cluster centers on igneous rocks and minerals, some entries touch on rare or obscure mineral varieties, which may introduce some thematic variation."
}
```


solid rocket booster
reusable launch vehicle
propellant
spacecraft propulsion
orbital transfer
launch system
magnetoplasma rocket
space shuttle
interplanetary travel
upper stage rocket
propellant depot
space tug

spacecraft design
aerospace engineering
space exploration
rocket science
orbital mechanics

```json
{
  "label": "Space Launch and Propulsion Systems",
  "summary": "This cluster focuses on various technologies and systems used in space launch and propulsion, including solid and liquid rocket boosters, reusable launch vehicles, and advanced propulsion methods like magnetoplasma rockets. It also covers related infrastructure such as propellant depots and orbital transfer vehicles.",
  "keywords": [
    "solid rocket booster",
    "reusable launch vehicle",
    "propellant",
    "spacecraft propulsion",
    "orbital transfer",
    "launch system",
    "magnetoplasma rocket",
    "space shuttle",
    "interplanetary travel",
    "upper stage rocket",
    "propellant depot",
    "space tug"
  ],
  "neighboring_domains": [
    "spacecraft design",
    "aerospace engineering",
    "space exploration",
    "rocket science",
    "orbital mechanics"
  ],
  "ambiguity_note": "While the cluster centers on space launch and propulsion, some passages touch on related but distinct topics such as astronaut safety devices and Mars landers, introducing a degree of thematic overlap."
}
```


organizational analysis
leadership styles
strategic management
team management
business agility
employee relations
process capital
organizational development
capability management
management due diligence
business relations
socially responsible business

Human Resources Management
Corporate Strategy
Business Ethics
Change Management
Organizational Behavior

```json
{
  "label": "Organizational Management and Leadership",
  "summary": "This cluster centers on the principles and practices of managing organizations, including leadership styles, strategic planning, team dynamics, and the balance between autonomy and control. It explores how organizations function, adapt, and grow through effective management, employee relations, and alignment of goals.",
  "keywords": [
    "organizational analysis",
    "leadership styles",
    "strategic management",
    "team management",
    "business agility",
    "employee relations",
    "process capital",
    "organizational development",
    "capability management",
    "management due diligence",
    "business relations",
    "socially responsible business"
  ],
  "neighboring_domains": [
    "Human Resources Management",
    "Corporate Strategy",
    "Business Ethics",
    "Change Management",
    "Organizational Behavior"
  ],
  "ambiguity_note": "While the cluster is centered on organizational and leadership themes, some passages touch on related areas like social responsibility and process management, which may introduce slight thematic overlap."
}
```


administrative subdivisions
community development blocks
gram panchayats
West Bengal
Jharkhand
health centres
census towns
police stations
district administration
population statistics
municipalities
rural infrastructure

Indian state governance
rural development
demographic statistics
local government structures
geographic regions of India

```json
{
  "label": "Administrative Subdivisions in Indian States",
  "summary": "This cluster focuses on administrative subdivisions within Indian states, particularly in West Bengal and Jharkhand, detailing their political, geographic, and demographic characteristics, including subdivisions, community development blocks, gram panchayats, and health and educational infrastructure.",
  "keywords": [
    "administrative subdivisions",
    "community development blocks",
    "gram panchayats",
    "West Bengal",
    "Jharkhand",
    "health centres",
    "census towns",
    "police stations",
    "district administration",
    "population statistics",
    "municipalities",
    "rural infrastructure"
  ],
  "neighboring_domains": [
    "Indian state governance",
    "rural development",
    "demographic statistics",
    "local government structures",
    "geographic regions of India"
  ],
  "ambiguity_note": "The cluster includes a mix of subdivisions from different states and districts, with some overlap between rural and urban administrative structures, which may introduce slight thematic variation."
}
```


Sultanates
Royal succession
Southeast Asia
Brunei
Johor
Malacca
Aceh
Pahang
Regency
Royal marriages
Genealogy
Political dynasties

Malay history
Islamic governance
Southeast Asian politics
Royal genealogy
Colonial-era Southeast Asia

```json
{
  "label": "Southeast Asian Sultanates and Royal Lineages",
  "summary": "This cluster focuses on the historical and genealogical records of sultans, royal marriages, and political dynamics within Southeast Asian sultanates, particularly in Brunei, Johor, Malacca, Aceh, and Pahang. It highlights succession patterns, regency roles, and the influence of royal families on governance and regional stability.",
  "keywords": [
    "Sultanates",
    "Royal succession",
    "Southeast Asia",
    "Brunei",
    "Johor",
    "Malacca",
    "Aceh",
    "Pahang",
    "Regency",
    "Royal marriages",
    "Genealogy",
    "Political dynasties"
  ],
  "neighboring_domains": [
    "Malay history",
    "Islamic governance",
    "Southeast Asian politics",
    "Royal genealogy",
    "Colonial-era Southeast Asia"
  ],
  "ambiguity_note": "While the cluster centers on sultanates and royal lineages, some passages touch on broader political and cultural themes, making the boundaries with related domains like Islamic governance and colonial history somewhat fluid."
}
```


film production
directorial choices
script development
casting
audience reactions
test screenings
creative process
cinematic techniques
film editing
narrative structure
filmmaking challenges
artistic vision

cinema studies
screenwriting
film criticism
directing techniques
media production

```json
{
  "label": "Film Production and Direction",
  "summary": "This cluster focuses on the creative and technical aspects of film production, including directorial choices, script development, casting, audience reactions, and the challenges of bringing a film to completion. It highlights the process of storytelling, the impact of test screenings, and the balance between artistic vision and practical constraints.",
  "keywords": [
    "film production",
    "directorial choices",
    "script development",
    "casting",
    "audience reactions",
    "test screenings",
    "creative process",
    "cinematic techniques",
    "film editing",
    "narrative structure",
    "filmmaking challenges",
    "artistic vision"
  ],
  "neighboring_domains": [
    "cinema studies",
    "screenwriting",
    "film criticism",
    "directing techniques",
    "media production"
  ],
  "ambiguity_note": "While the cluster centers on film production, some passages touch on broader themes like storytelling in other media or personal reflections that may not be strictly about filmmaking."
}
```


jazz musicians
jazz venues
improvisation
bebop
jazz trios
jam sessions
recordings
live performances
jazz legends
collaborations
hard bop
jazz history

music history
American cultural history
performance arts
blues music
20th-century music

```json
{
  "label": "Jazz Musicians and Venues",
  "summary": "This cluster centers on jazz musicians, their collaborations, and notable venues or events in the jazz scene. It includes references to prominent jazz artists, their performances, recordings, and the cultural context of jazz in the mid-20th century.",
  "keywords": [
    "jazz musicians",
    "jazz venues",
    "improvisation",
    "bebop",
    "jazz trios",
    "jam sessions",
    "recordings",
    "live performances",
    "jazz legends",
    "collaborations",
    "hard bop",
    "jazz history"
  ],
  "neighboring_domains": [
    "music history",
    "American cultural history",
    "performance arts",
    "blues music",
    "20th-century music"
  ],
  "ambiguity_note": "While the cluster is centered on jazz, some entries touch on related genres or broader cultural contexts, introducing slight thematic variation."
}
```


snooker players
professional careers
tournaments
World Championship
UK Championship
Masters
ranking events
match results
career milestones
player form
finals
century breaks

sports biographies
cue sports history
professional sports performance
tennis player careers
boxing match records

```json
{
  "label": "Professional Snooker Careers",
  "summary": "This cluster focuses on the professional careers of prominent snooker players, detailing their tournament performances, key victories, and notable matches across major and minor ranking events.",
  "keywords": [
    "snooker players",
    "professional careers",
    "tournaments",
    "World Championship",
    "UK Championship",
    "Masters",
    "ranking events",
    "match results",
    "career milestones",
    "player form",
    "finals",
    "century breaks"
  ],
  "neighboring_domains": [
    "sports biographies",
    "cue sports history",
    "professional sports performance",
    "tennis player careers",
    "boxing match records"
  ],
  "ambiguity_note": "While the cluster centers on snooker careers, some variation exists in the prominence of specific tournaments and the level of detail provided across different players."
}
```


Eurovision Song Contest and Swedish Music

Summary: This cluster focuses on music related to the Eurovision Song Contest and Swedish pop music, including songs, artists, and events such as Melodifestivalen. It highlights performances, songwriters, and notable entries from Sweden and neighboring countries in the context of international music competitions.

Eurovision Song Contest
Melodifestivalen
Swedish pop music
music competition
song entries
singers
contestants
national finals
music charts
international music
songwriters
pop artists

European music festivals
pop music history
music performance events
Swedish cultural events
music industry

While the cluster centers on Eurovision and Swedish pop music, some entries touch on broader music industry topics or include artists from other countries, creating a slight overlap with adjacent domains.


bluegrass music
country music
old-time music
fiddle
banjo
Grand Ole Opry
string bands
Appalachian music
traditional musicians
country rock
resonator guitar
folk music

blues music
rock and roll
folk music
Southern music
roots music

```json
{
  "label": "American Traditional and Country Music",
  "summary": "This cluster centers on American traditional and country music, including bluegrass, old-time, and related genres. It features musicians, bands, and recordings that have contributed to the development and preservation of these musical styles, often highlighting regional influences and historical significance.",
  "keywords": [
    "bluegrass music",
    "country music",
    "old-time music",
    "fiddle",
    "banjo",
    "Grand Ole Opry",
    "string bands",
    "Appalachian music",
    "traditional musicians",
    "country rock",
    "resonator guitar",
    "folk music"
  ],
  "neighboring_domains": [
    "blues music",
    "rock and roll",
    "folk music",
    "Southern music",
    "roots music"
  ],
  "ambiguity_note": "While the cluster is centered on traditional and country music, some entries touch on related genres like blues and rock, creating a slight overlap with adjacent musical domains."
}
```


demographics
household data
population density
racial composition
family structure
small towns
household size
age distribution
marital status
non-family households
Hispanic population
rural communities

sociology
urban planning
demographic studies
census data
regional statistics

```json
{
  "label": "Small Town Demographics and Household Data",
  "summary": "This cluster contains descriptions of small towns and cities across the United States, focusing on demographic statistics such as racial composition, household structures, and population density. The passages highlight common patterns in family composition, age distribution, and housing characteristics in rural and suburban communities.",
  "keywords": [
    "demographics",
    "household data",
    "population density",
    "racial composition",
    "family structure",
    "small towns",
    "household size",
    "age distribution",
    "marital status",
    "non-family households",
    "Hispanic population",
    "rural communities"
  ],
  "neighboring_domains": [
    "sociology",
    "urban planning",
    "demographic studies",
    "census data",
    "regional statistics"
  ],
  "ambiguity_note": "While the cluster centers on demographic and household data for small towns, some variation exists in the racial composition and geographic regions represented, which may reflect broader regional differences."
}
```


Turkish politics
politicians
academics
biographies
Ankara University
political scientists
lawyers
activists
government ministers
journalists
public figures
political parties

Turkish history
political science
law and legal studies
media and journalism
social activism

```json
{
  "label": "Turkish Politicians and Academics",
  "summary": "This cluster contains biographical information about Turkish politicians, academics, and public figures, including their educational backgrounds, political careers, and notable achievements or controversies.",
  "keywords": ["Turkish politics", "politicians", "academics", "biographies", "Ankara University", "political scientists", "lawyers", "activists", "government ministers", "journalists", "public figures", "political parties"],
  "neighboring_domains": ["Turkish history", "political science", "law and legal studies", "media and journalism", "social activism"],
  "ambiguity_note": "Some entries overlap with broader categories like journalism or law, and a few individuals have connections to multiple domains, making the cluster boundaries somewhat fluid."
}
```


NCAA women's basketball
college basketball seasons
women's basketball teams
conference tournaments
NCAA tournament
team performance
Division I basketball
conference standings
championship games
basketball coaches
season records
women's sports

college sports history
women's sports tournaments
NCAA basketball rankings
university athletics
sports team management

```json
{
  "label": "NCAA Women's Basketball Seasons",
  "summary": "This cluster focuses on the performance and season details of NCAA Division I women's basketball teams across various universities and years, including tournament results, conference standings, and notable achievements.",
  "keywords": [
    "NCAA women's basketball",
    "college basketball seasons",
    "women's basketball teams",
    "conference tournaments",
    "NCAA tournament",
    "team performance",
    "Division I basketball",
    "conference standings",
    "championship games",
    "basketball coaches",
    "season records",
    "women's sports"
  ],
  "neighboring_domains": [
    "college sports history",
    "women's sports tournaments",
    "NCAA basketball rankings",
    "university athletics",
    "sports team management"
  ],
  "ambiguity_note": "Some passages mention men's basketball or other sports events, and a few refer to historical tournaments, which may slightly blur the cluster's focus."
}
```


sailing vessel
sail plan
hull design
rigging
square rig
fore-and-aft rig
boom
spar
dugout canoe
trysail
spritsail
junk rig

Maritime history
Boat construction
Nautical terminology
Sailing techniques
Naval architecture

```json
{
  "label": "Sailing Vessels and Rigging",
  "summary": "This cluster focuses on the design, construction, and operation of sailing vessels, including various types of sails, hulls, spars, and rigging systems. It covers terminology, historical context, and functional aspects of sailing technology.",
  "keywords": [
    "sailing vessel",
    "sail plan",
    "hull design",
    "rigging",
    "square rig",
    "fore-and-aft rig",
    "boom",
    "spar",
    "dugout canoe",
    "trysail",
    "spritsail",
    "junk rig"
  ],
  "neighboring_domains": [
    "Maritime history",
    "Boat construction",
    "Nautical terminology",
    "Sailing techniques",
    "Naval architecture"
  ],
  "ambiguity_note": "While the cluster centers on sailing vessels and rigging, some passages touch on broader maritime topics or historical uses, introducing slight thematic variation."
}
```


female artists
art exhibitions
art colonies
portrait painting
artistic communities
art patrons
watercolor painting
art salons
art education
artistic collaborations
women in art history
artistic movements

```json
{
  "label": "Women in Art and Artistic Communities",
  "summary": "This cluster centers on the contributions of women to the art world, particularly through their roles as painters, models, and participants in artistic communities. It highlights their exhibitions, artistic influences, and interactions with galleries, patrons, and fellow artists across the late 19th and early 20th centuries.",
  "keywords": [
    "female artists",
    "art exhibitions",
    "art colonies",
    "portrait painting",
    "artistic communities",
    "art patrons",
    "watercolor painting",
    "art salons",
    "art education",
    "artistic collaborations",
    "women in art history",
    "artistic movements"
  ],
  "neighboring_domains": [
    "European art history",
    "American art history",
    "artistic movements of the early 20th century",
    "women's contributions to the arts",
    "artistic education and institutions"
  ],
  "ambiguity_note": "While the cluster is centered on women in art, some entries overlap with broader themes such as art patronage and artistic movements, creating a degree of thematic overlap with adjacent domains."
}
```


listed buildings
English Heritage
Grade II
Grade I
Grade II*
civil parish
Cheshire
Shropshire
National Heritage List
rural architecture
timber-framed buildings
historical estates

English local history
architectural heritage
rural estate management
medieval and early modern architecture
conservation and preservation

```json
{
  "label": "English Listed Buildings",
  "summary": "This cluster focuses on listed buildings in various English civil parishes, primarily in Cheshire and Shropshire. The passages describe the historical, architectural, and cultural significance of Grade I, II*, and II listed structures, including houses, churches, farm buildings, and estate-related properties.",
  "keywords": [
    "listed buildings",
    "English Heritage",
    "Grade II",
    "Grade I",
    "Grade II*",
    "civil parish",
    "Cheshire",
    "Shropshire",
    "National Heritage List",
    "rural architecture",
    "timber-framed buildings",
    "historical estates"
  ],
  "neighboring_domains": [
    "English local history",
    "architectural heritage",
    "rural estate management",
    "medieval and early modern architecture",
    "conservation and preservation"
  ],
  "ambiguity_note": "While the cluster centers on listed buildings in English parishes, some variation exists in the types of structures and regions covered, with a few entries overlapping into neighboring counties like Shropshire."
}
```