youth football
national team call-ups
under-17
under-19
under-21
international debuts
UEFA European Championship qualifiers
friendly matches
player development
national team appearances
youth tournaments
international football careers

Professional football careers
National team selection processes
Youth sports development
European football competitions
Player transfers and citizenship

```json
{
  "label": "Youth Football International Call-Ups",
  "summary": "This cluster focuses on the international youth football careers of various players, detailing their call-ups, debuts, and performances in under-17, under-19, and under-21 national teams across different tournaments and friendly matches.",
  "keywords": [
    "youth football",
    "national team call-ups",
    "under-17",
    "under-19",
    "under-21",
    "international debuts",
    "UEFA European Championship qualifiers",
    "friendly matches",
    "player development",
    "national team appearances",
    "youth tournaments",
    "international football careers"
  ],
  "neighboring_domains": [
    "Professional football careers",
    "National team selection processes",
    "Youth sports development",
    "European football competitions",
    "Player transfers and citizenship"
  ],
  "ambiguity_note": "While the cluster centers on youth international football, some passages mention senior team call-ups or dual nationality considerations, introducing slight overlap with broader football career themes."
}
```


football players
soccer tactics
midfielders
free kicks
ambidexterity
striker
winger
playmaker
tactical roles
notable footballers
football techniques
attacking midfielder

sports history
team sports strategies
individual sports performance
athletic biographies
sports terminology

```json
{
  "label": "Famous Football Players and Tactics",
  "summary": "This cluster centers on notable football (soccer) players, their playing styles, and specific football techniques or positions. It includes descriptions of legendary players, their achievements, and tactical elements such as ambidexterity, free kicks, and specialized roles like midfielders and wingers.",
  "keywords": [
    "football players",
    "soccer tactics",
    "midfielders",
    "free kicks",
    "ambidexterity",
    "striker",
    "winger",
    "playmaker",
    "tactical roles",
    "notable footballers",
    "football techniques",
    "attacking midfielder"
  ],
  "neighboring_domains": [
    "sports history",
    "team sports strategies",
    "individual sports performance",
    "athletic biographies",
    "sports terminology"
  ],
  "ambiguity_note": "While the cluster is largely focused on football, some passages touch on related topics like specific techniques or roles, which may overlap with broader sports strategy or terminology domains."
}
```


nuclear fission
radioactive isotopes
nuclear reactor
fission products
neutron sources
nuclear fuel cycle
radioactive decay
nuclear waste
actinides
neutron moderation
reactor safety
isotope production

nuclear physics
radiation safety
energy production
materials science
nuclear engineering

```json
{
  "label": "Nuclear Fission and Radioactive Materials",
  "summary": "This cluster focuses on nuclear fission processes, radioactive isotopes, and their applications in energy production, reactor design, and waste management. It includes discussions on fission products, neutron sources, reactor safety, and the behavior of various actinides and isotopes in nuclear systems.",
  "keywords": [
    "nuclear fission",
    "radioactive isotopes",
    "nuclear reactor",
    "fission products",
    "neutron sources",
    "nuclear fuel cycle",
    "radioactive decay",
    "nuclear waste",
    "actinides",
    "neutron moderation",
    "reactor safety",
    "isotope production"
  ],
  "neighboring_domains": [
    "nuclear physics",
    "radiation safety",
    "energy production",
    "materials science",
    "nuclear engineering"
  ],
  "ambiguity_note": "While the cluster centers on nuclear fission and radioactive materials, some passages touch on related but distinct topics such as synthetic element production and nuclear isomers, which may introduce some thematic overlap or ambiguity."
}
```


rivers
lakes
Quebec
Saint Lawrence River
geography
water bodies
etymology
ZEC
wildlife
fishing
New Brunswick
hydrography

Canadian geography
environmental conservation
indigenous languages
recreational tourism
hydrology

```json
{
  "label": "Canadian Rivers and Lakes",
  "summary": "This cluster focuses on rivers and lakes in Canada, particularly in Quebec and surrounding regions, including their geographical features, etymology, and recreational or economic significance.",
  "keywords": ["rivers", "lakes", "Quebec", "Saint Lawrence River", "geography", "water bodies", "etymology", "ZEC", "wildlife", "fishing", "New Brunswick", "hydrography"],
  "neighboring_domains": ["Canadian geography", "environmental conservation", "indigenous languages", "recreational tourism", "hydrology"],
  "ambiguity_note": "Some passages overlap with regional administrative details and recreational zones, which may blur the focus on purely geographical features."
}
```


refractive index
diffraction
polarization
laser modes
optical dispersion
beam splitters
interferometry
wave propagation
birefringence
phase velocity
optical cavities
nonimaging optics

Electromagnetism
Materials Science
Quantum Optics
Photonics
Crystallography

```json
{
  "label": "Optical Physics and Wave Behavior",
  "summary": "This cluster focuses on the behavior of light and electromagnetic waves in various media, including topics like refraction, diffraction, polarization, dispersion, and optical components such as lasers, beam splitters, and interferometers. It also covers the mathematical and physical principles governing wave propagation and interaction with materials.",
  "keywords": [
    "refractive index",
    "diffraction",
    "polarization",
    "laser modes",
    "optical dispersion",
    "beam splitters",
    "interferometry",
    "wave propagation",
    "birefringence",
    "phase velocity",
    "optical cavities",
    "nonimaging optics"
  ],
  "neighboring_domains": [
    "Electromagnetism",
    "Materials Science",
    "Quantum Optics",
    "Photonics",
    "Crystallography"
  ],
  "ambiguity_note": "While the cluster centers on optical physics, some passages touch on related areas like crystal structure and X-ray imaging, introducing a degree of overlap with other scientific domains."
}
```


British film directors
film production companies
British cinema
film festivals
screenwriters
film critics
UK film industry
film producers
British film history
film collaborations
independent filmmaking
British film awards

European cinema
film criticism
cultural history
media production
theatre and performance

```json
{
  "label": "British Film Industry and Filmmakers",
  "summary": "This cluster centers on the British film industry, including notable directors, producers, and screenwriters, as well as key films and institutions that have shaped British cinema. It highlights creative collaborations, film production companies, and the cultural impact of British films both domestically and internationally.",
  "keywords": [
    "British film directors",
    "film production companies",
    "British cinema",
    "film festivals",
    "screenwriters",
    "film critics",
    "UK film industry",
    "film producers",
    "British film history",
    "film collaborations",
    "independent filmmaking",
    "British film awards"
  ],
  "neighboring_domains": [
    "European cinema",
    "film criticism",
    "cultural history",
    "media production",
    "theatre and performance"
  ],
  "ambiguity_note": "While the cluster is largely focused on British film, some entries touch on international collaborations or broader cultural themes, which may introduce slight thematic overlap with adjacent domains."
}
```


English villages
historic buildings
mills
pubs
churches
local industries
rural architecture
historical landmarks
textile production
agriculture
Grade II listed
community spaces

English local history
architectural heritage
rural economy
British industrial history
village life

```json
{
  "label": "Rural English Villages and Historic Buildings",
  "summary": "This cluster centers on descriptions of rural English villages, their historical buildings, and local industries. It includes details about mills, churches, pubs, and other structures, often highlighting their historical significance and architectural features.",
  "keywords": [
    "English villages",
    "historic buildings",
    "mills",
    "pubs",
    "churches",
    "local industries",
    "rural architecture",
    "historical landmarks",
    "textile production",
    "agriculture",
    "Grade II listed",
    "community spaces"
  ],
  "neighboring_domains": [
    "English local history",
    "architectural heritage",
    "rural economy",
    "British industrial history",
    "village life"
  ],
  "ambiguity_note": "While the cluster is centered on rural English villages and their historical features, some variation exists in the specific industries and time periods covered, reflecting a broad but cohesive theme."
}
```


experimental aircraft
prototype bombers
jet engines
turboprop engines
military aviation
unconventional designs
aircraft development
WWII-era prototypes
interceptor aircraft
aircraft cancellation
military transport
supersonic bombers

military aviation history
aerospace engineering
jet propulsion technology
unmanned aerial vehicles
aerodynamic design

```json
{
  "label": "Experimental Aircraft and Engine Designs",
  "summary": "This cluster focuses on experimental aircraft and engine designs, primarily from the mid-20th century, including prototypes for bombers, fighters, and transport aircraft, as well as early jet and turboprop engines. Many of these projects were ambitious but ultimately canceled or did not enter production due to technical challenges or changing military needs.",
  "keywords": [
    "experimental aircraft",
    "prototype bombers",
    "jet engines",
    "turboprop engines",
    "military aviation",
    "unconventional designs",
    "aircraft development",
    "WWII-era prototypes",
    "interceptor aircraft",
    "aircraft cancellation",
    "military transport",
    "supersonic bombers"
  ],
  "neighboring_domains": [
    "military aviation history",
    "aerospace engineering",
    "jet propulsion technology",
    "unmanned aerial vehicles",
    "aerodynamic design"
  ],
  "ambiguity_note": "While the cluster centers on experimental aircraft and engines, some entries touch on later developments and UAVs, introducing a degree of temporal and functional variation."
}
```


Soviet Union
military officers
NKVD
Red Army
World War II
Communist Party
political leaders
security services
Cold War
Ukrainian Soviet figures
Soviet intelligence
partisan commanders

Russian Civil War history
Soviet political history
World War II military history
Ukrainian Soviet history
Cold War intelligence

```json
{
  "label": "Soviet Military and Political Figures",
  "summary": "This cluster centers on notable individuals who played significant roles in the Soviet military, political, and security apparatus, particularly during the early to mid-20th century. These figures include high-ranking military officers, political leaders, and intelligence operatives, many of whom were involved in the Russian Civil War, World War II, or the Soviet security services such as the NKVD and KGB.",
  "keywords": [
    "Soviet Union",
    "military officers",
    "NKVD",
    "Red Army",
    "World War II",
    "Communist Party",
    "political leaders",
    "security services",
    "Cold War",
    "Ukrainian Soviet figures",
    "Soviet intelligence",
    "partisan commanders"
  ],
  "neighboring_domains": [
    "Russian Civil War history",
    "Soviet political history",
    "World War II military history",
    "Ukrainian Soviet history",
    "Cold War intelligence"
  ],
  "ambiguity_note": "While the cluster is centered on Soviet military and political figures, some entries include writers or journalists with military backgrounds, introducing a slight overlap with cultural or literary domains."
}
```


Reconquista
Iberian Peninsula
Christian kingdoms
Al-Andalus
Moorish rule
Castile
Aragon
Military orders
Taifa kingdoms
Sieges
Almohads
Visigothic Kingdom

Medieval European history
Islamic history in Spain
Military history of the Middle Ages
Spanish regional history
Christian-Muslim relations

```json
{
  "label": "Reconquista and Iberian Christian-Moorish Conflicts",
  "summary": "This cluster focuses on the historical events and territorial shifts in the Iberian Peninsula during the Reconquista, particularly the interactions between Christian kingdoms and Muslim rule, including the capture of cities, the establishment of Christian lordships and military orders, and the decline of Al-Andalus.",
  "keywords": [
    "Reconquista",
    "Iberian Peninsula",
    "Christian kingdoms",
    "Al-Andalus",
    "Moorish rule",
    "Castile",
    "Aragon",
    "Military orders",
    "Taifa kingdoms",
    "Sieges",
    "Almohads",
    "Visigothic Kingdom"
  ],
  "neighboring_domains": [
    "Medieval European history",
    "Islamic history in Spain",
    "Military history of the Middle Ages",
    "Spanish regional history",
    "Christian-Muslim relations"
  ],
  "ambiguity_note": "While the cluster centers on the Reconquista and Christian-Moorish conflicts, some passages touch on broader Iberian history, including pre-Reconquista Visigothic and Roman influences, which may introduce some thematic variation."
}
```


film production
filming locations
Indian cinema
Tamil films
Malayalam films
production schedules
film sets
actor preparation
filming challenges
music and songs
international filming
film festivals

entertainment industry
film direction
cinematography
cultural production
South Indian culture

```json
{
  "label": "Indian Film Production and Filming Locations",
  "summary": "This cluster focuses on the production and filming processes of Indian films, particularly from the Tamil and Malayalam film industries. It includes details about cast and crew, filming locations, production schedules, and challenges faced during shoots.",
  "keywords": [
    "film production",
    "filming locations",
    "Indian cinema",
    "Tamil films",
    "Malayalam films",
    "production schedules",
    "film sets",
    "actor preparation",
    "filming challenges",
    "music and songs",
    "international filming",
    "film festivals"
  ],
  "neighboring_domains": [
    "entertainment industry",
    "film direction",
    "cinematography",
    "cultural production",
    "South Indian culture"
  ],
  "ambiguity_note": "While the cluster centers on Indian film production, some passages touch on broader themes like cultural representation and international filming, which may introduce slight thematic variation."
}
```


newspaper history
Australian newspapers
British newspapers
media ownership
journalism history
newspaper mergers
regional publications
editorial history
print media evolution
historical periodicals
local journalism
media transitions

media history
regional journalism
publishing industry
political journalism
cultural history

```json
{
  "label": "Historical Newspapers and Periodicals",
  "summary": "This cluster focuses on historical newspapers and periodicals from various regions, particularly in Australia and the United Kingdom. It includes details about their founding, editorial changes, ownership transitions, and eventual closures or mergers with other publications.",
  "keywords": [
    "newspaper history",
    "Australian newspapers",
    "British newspapers",
    "media ownership",
    "journalism history",
    "newspaper mergers",
    "regional publications",
    "editorial history",
    "print media evolution",
    "historical periodicals",
    "local journalism",
    "media transitions"
  ],
  "neighboring_domains": [
    "media history",
    "regional journalism",
    "publishing industry",
    "political journalism",
    "cultural history"
  ],
  "ambiguity_note": "While the cluster centers on historical newspapers, some entries touch on broader media trends or political affiliations, introducing slight thematic variation."
}
```


Three Stooges
Our Gang
Harold Lloyd
Abbott and Costello
slapstick comedy
short films
classic Hollywood
1930s-1950s cinema
comedy teams
misadventures
film remakes
humorous gags

Golden Age of Hollywood
American slapstick
early 20th-century entertainment
film remakes and adaptations
child actors in comedy

```json
{
  "label": "Classic Comedy Films",
  "summary": "This cluster centers on classic short and feature-length comedy films from the early to mid-20th century, particularly those featuring iconic comedy teams and slapstick humor. The content includes films by The Three Stooges, Our Gang, Harold Lloyd, and Abbott and Costello, often involving humorous situations, mistaken identities, and exaggerated character interactions.",
  "keywords": [
    "Three Stooges",
    "Our Gang",
    "Harold Lloyd",
    "Abbott and Costello",
    "slapstick comedy",
    "short films",
    "classic Hollywood",
    "1930s-1950s cinema",
    "comedy teams",
    "misadventures",
    "film remakes",
    "humorous gags"
  ],
  "neighboring_domains": [
    "Golden Age of Hollywood",
    "American slapstick",
    "early 20th-century entertainment",
    "film remakes and adaptations",
    "child actors in comedy"
  ],
  "ambiguity_note": "While the cluster is centered on classic comedy films, some entries overlap with broader genres like musicals or dramas, and a few include remakes or adaptations, which may blur the thematic boundaries."
}
```


```json
{
  "label": "Junior and Midget Hockey Leagues in Canada",
  "summary": "This cluster focuses on junior and midget ice hockey leagues across Canada, detailing their histories, team movements, championship outcomes, and affiliations with national and regional hockey organizations. It includes leagues such as the Ontario Junior Hockey League, Superior International Junior Hockey League, and Manitoba Midget 'AAA' Hockey League.",
  "keywords": [
    "Junior A hockey",
    "Canadian hockey leagues",
    "Ontario Junior Hockey League",
    "Superior International Junior Hockey League",
    "Mowat Cup",
    "Centennial Cup",
    "Hockey Canada",
    "Junior B hockey",
    "Provincial championships",
    "Hockey Northwestern Ontario",
    "Manitoba Midget AAA",
    "Regional hockey tournaments"
  ],
  "neighboring_domains": [
    "Professional hockey in Canada",
    "Youth sports development",
    "Hockey history and traditions",
    "Provincial sports organizations",
    "Ice hockey tournaments and championships"
  ],
  "ambiguity_note": "While the cluster centers on junior and midget hockey leagues, some passages mention historical league rebrandings and overlapping tiers, which may cause slight confusion in distinguishing between leagues and their classifications."
}
```


electronic music
DJ
record label
drum and bass
house music
techno
dubstep
music production
remix
IDM
underground music
electroclash

music festivals and events
digital music technology
urban culture
audio engineering
pop music production

```json
{
  "label": "Electronic Music Producers and Labels",
  "summary": "This cluster centers on electronic music producers, DJs, and record labels, particularly within subgenres like drum and bass, house, techno, and dubstep. It includes biographical information on artists, details about their musical styles, and descriptions of record labels that promote and distribute their work.",
  "keywords": [
    "electronic music",
    "DJ",
    "record label",
    "drum and bass",
    "house music",
    "techno",
    "dubstep",
    "music production",
    "remix",
    "IDM",
    "underground music",
    "electroclash"
  ],
  "neighboring_domains": [
    "music festivals and events",
    "digital music technology",
    "urban culture",
    "audio engineering",
    "pop music production"
  ],
  "ambiguity_note": "While the cluster is centered on electronic music, some entries touch on related genres or broader music industry roles, creating a slight overlap with adjacent domains."
}
```


British literature
poets
Romantic movement
poetry collections
William Wordsworth
Samuel Taylor Coleridge
literary biographies
poetic styles
Lyrical Ballads
Scottish poetry
English Romanticism
poetic commentary

English Romanticism
Scottish literature
literary criticism
Victorian poetry
poetic forms and techniques

```json
{
  "label": "British Poetry and Poets",
  "summary": "This cluster centers on British poets and their literary contributions, including biographical details, notable works, and connections to the Romantic and other literary movements. It includes references to individual poets, their publications, and their relationships with other writers and cultural figures.",
  "keywords": [
    "British literature",
    "poets",
    "Romantic movement",
    "poetry collections",
    "William Wordsworth",
    "Samuel Taylor Coleridge",
    "literary biographies",
    "poetic styles",
    "Lyrical Ballads",
    "Scottish poetry",
    "English Romanticism",
    "poetic commentary"
  ],
  "neighboring_domains": [
    "English Romanticism",
    "Scottish literature",
    "literary criticism",
    "Victorian poetry",
    "poetic forms and techniques"
  ],
  "ambiguity_note": "While the cluster is centered on British poets and their works, some entries touch on broader literary movements or include tangential references to non-poetic figures, introducing some thematic overlap."
}
```


comic book creators
superhero series
publishing imprints
crossover events
artist collaborations
reboots and relaunches
Golden Age characters
Marvel Comics
DC Comics
Wildstorm
Eclipse Comics
Atomeka Press

pop culture history
graphic novels
entertainment industry
publishing history
superhero fiction

```json
{
  "label": "Comic Book Creators and Series",
  "summary": "This cluster focuses on comic book creators, publishers, and specific comic book series, particularly from the 1980s to 2000s. It includes discussions of individual artists, writers, and editors, as well as the titles and imprints they worked on, spanning superhero teams, reboots, and cross-company crossovers.",
  "keywords": [
    "comic book creators",
    "superhero series",
    "publishing imprints",
    "crossover events",
    "artist collaborations",
    "reboots and relaunches",
    "Golden Age characters",
    "Marvel Comics",
    "DC Comics",
    "Wildstorm",
    "Eclipse Comics",
    "Atomeka Press"
  ],
  "neighboring_domains": [
    "pop culture history",
    "graphic novels",
    "entertainment industry",
    "publishing history",
    "superhero fiction"
  ],
  "ambiguity_note": "The cluster includes a mix of creators, publishers, and specific comic titles, with some overlap between different eras and genres, making it challenging to isolate a single, narrow theme."
}
```


Emergency medical services
First responders
Paramedics
Ambulance services
Volunteer responders
CPR
Defibrillation
Tactical EMS
Community first responders
Fire service co-responder
Medical first responders
Emergency response training

Firefighting services
Public health and safety
Disaster response
Healthcare systems
Police emergency support

```json
{
  "label": "Emergency Medical Services",
  "summary": "This cluster focuses on emergency medical services (EMS), including first responders, paramedics, and volunteer programs that provide urgent medical care and transport. It covers training, roles, and coordination with other emergency services such as fire and police departments.",
  "keywords": [
    "Emergency medical services",
    "First responders",
    "Paramedics",
    "Ambulance services",
    "Volunteer responders",
    "CPR",
    "Defibrillation",
    "Tactical EMS",
    "Community first responders",
    "Fire service co-responder",
    "Medical first responders",
    "Emergency response training"
  ],
  "neighboring_domains": [
    "Firefighting services",
    "Public health and safety",
    "Disaster response",
    "Healthcare systems",
    "Police emergency support"
  ],
  "ambiguity_note": "While the cluster centers on emergency medical services, some passages touch on related domains such as fire and police emergency roles, creating a degree of overlap and mixed content."
}
```


Summary: This cluster focuses on terrorism and extremist violence in France, particularly Islamist-related attacks and their perpetrators, as well as related figures, events, and counter-terrorism measures. It includes historical and modern examples of terrorism, including notable attacks, individuals involved, and political and societal responses.

terrorism in France
Islamist attacks
Charlie Hebdo shooting
terrorist perpetrators
French counter-terrorism
fiche S system
extremist violence
Algerian descent
hostage sieges
Allahu Akbar
French political response
terrorist networks

Middle Eastern terrorism
European counter-terrorism
Algerian-French relations
Islamic extremism
Political violence in France

While the cluster centers on terrorism in France, some passages touch on broader themes like political violence, historical conflicts, and related geopolitical issues, which may introduce some thematic overlap with adjacent domains.


Javanese people
Majapahit Empire
Java history
Sultanates
Indonesian archipelago
Cultural traditions
Religious influences
Trade networks
Colonial history
Architectural styles
Wayang
Keris dagger

Southeast Asian history
Indonesian cultural studies
Maritime trade in Asia
Islamic expansion in Indonesia
Ethnic and regional identities in Java

```json
{
  "label": "Javanese History and Culture",
  "summary": "This cluster focuses on the historical and cultural aspects of Java, particularly the Javanese people, their kingdoms, and their influence across the Indonesian archipelago. It includes references to ancient kingdoms like Majapahit and Mataram, cultural practices, and regional identities shaped by trade, religion, and colonial interactions.",
  "keywords": [
    "Javanese people",
    "Majapahit Empire",
    "Java history",
    "Sultanates",
    "Indonesian archipelago",
    "Cultural traditions",
    "Religious influences",
    "Trade networks",
    "Colonial history",
    "Architectural styles",
    "Wayang",
    "Keris dagger"
  ],
  "neighboring_domains": [
    "Southeast Asian history",
    "Indonesian cultural studies",
    "Maritime trade in Asia",
    "Islamic expansion in Indonesia",
    "Ethnic and regional identities in Java"
  ],
  "ambiguity_note": "While the cluster centers on Javanese history and culture, some passages touch on related regions and ethnic groups, creating a degree of overlap with broader Indonesian and Southeast Asian topics."
}
```


asteroid belt
orbital characteristics
Palomar-Leiden survey
minor planets
main-belt asteroids
discovery history
astronomical observatories
asteroid families
Jovian asteroids
S-type asteroids
C-type asteroids
observation arc

planetary science
celestial mechanics
astronomy
solar system objects
space exploration

```json
{
  "label": "Asteroid Belt Objects",
  "summary": "This cluster contains information about various asteroids primarily located in the asteroid belt between Mars and Jupiter. The passages describe their orbital characteristics, classifications, and discovery histories, often referencing the Palomar-Leiden survey and other astronomical observatories.",
  "keywords": [
    "asteroid belt",
    "orbital characteristics",
    "Palomar-Leiden survey",
    "minor planets",
    "main-belt asteroids",
    "discovery history",
    "astronomical observatories",
    "asteroid families",
    "Jovian asteroids",
    "S-type asteroids",
    "C-type asteroids",
    "observation arc"
  ],
  "neighboring_domains": [
    "planetary science",
    "celestial mechanics",
    "astronomy",
    "solar system objects",
    "space exploration"
  ],
  "ambiguity_note": "While the cluster centers on asteroids in the main belt, some entries reference objects with unusual orbits or classifications, such as potentially hazardous asteroids or trans-Neptunian objects, introducing some thematic variation."
}
```


young adult fiction
contemporary themes
adolescent challenges
verse novels
identity exploration
mental health
social issues
literary controversy
author biographies
teen protagonists
non-traditional narrative formats
diverse characters

literary criticism
adolescent psychology
publishing industry
censorship and banned books
creative writing

```json
{
  "label": "Young Adult Fiction Authors and Works",
  "summary": "This cluster centers on authors and novels within the young adult fiction genre, with a focus on contemporary and often controversial themes such as sexuality, identity, mental health, and social issues. The works frequently explore the challenges of adolescence and are sometimes written in unconventional formats like verse or instant messaging.",
  "keywords": [
    "young adult fiction",
    "contemporary themes",
    "adolescent challenges",
    "verse novels",
    "identity exploration",
    "mental health",
    "social issues",
    "literary controversy",
    "author biographies",
    "teen protagonists",
    "non-traditional narrative formats",
    "diverse characters"
  ],
  "neighboring_domains": [
    "literary criticism",
    "adolescent psychology",
    "publishing industry",
    "censorship and banned books",
    "creative writing"
  ],
  "ambiguity_note": "While the cluster is centered on young adult fiction, some entries touch on broader literary or social themes, and a few authors also write for adult audiences, creating some overlap with adjacent domains."
}
```


monastic foundations
Benedictine priory
abbey
Carthusian house
Dissolution of the Monasteries
religious orders
medieval England
Cistercian order
monastic history
priory church
monastic buildings
monastic communities

Anglican church history
medieval religious architecture
English medieval history
monastic life and practices
Norman religious institutions

```json
{
  "label": "Medieval Monastic Foundations",
  "summary": "This cluster focuses on medieval monastic institutions in England, including priories, abbeys, and charterhouses, detailing their founding, religious affiliations, historical developments, and eventual dissolution.",
  "keywords": [
    "monastic foundations",
    "Benedictine priory",
    "abbey",
    "Carthusian house",
    "Dissolution of the Monasteries",
    "religious orders",
    "medieval England",
    "Cistercian order",
    "monastic history",
    "priory church",
    "monastic buildings",
    "monastic communities"
  ],
  "neighboring_domains": [
    "Anglican church history",
    "medieval religious architecture",
    "English medieval history",
    "monastic life and practices",
    "Norman religious institutions"
  ],
  "ambiguity_note": "While the cluster centers on monastic foundations, some entries overlap with broader religious or historical themes, and a few entries may include later developments or unrelated local history."
}
```


Australian cricket team
2005 tour
Ricky Ponting
Adam Gilchrist
Brett Lee
Test matches
ODI cricket
batting performance
bowling strategies
England series
cricket statistics
player partnerships

International cricket history
Cricket player biographies
Sports match analysis
Cricket team strategies
Test cricket statistics

```json
{
  "label": "Australian Cricket Team in 2005",
  "summary": "This cluster focuses on the performance and matches of the Australian cricket team, particularly during their 2005 tour in England and other international fixtures around the same period. It highlights key players like Ricky Ponting, Adam Gilchrist, and Brett Lee, and details their batting and bowling contributions in various games.",
  "keywords": [
    "Australian cricket team",
    "2005 tour",
    "Ricky Ponting",
    "Adam Gilchrist",
    "Brett Lee",
    "Test matches",
    "ODI cricket",
    "batting performance",
    "bowling strategies",
    "England series",
    "cricket statistics",
    "player partnerships"
  ],
  "neighboring_domains": [
    "International cricket history",
    "Cricket player biographies",
    "Sports match analysis",
    "Cricket team strategies",
    "Test cricket statistics"
  ],
  "ambiguity_note": "While the cluster centers on the Australian cricket team in 2005, some passages mention other years or teams, introducing slight variation in focus."
}
```


British art
Young British Artists
art galleries
abstract art
Royal Academy
art exhibitions
contemporary art
St Ives School
art institutions
British sculptors
art education
London art scene

Modern art movements
European art history
Cultural institutions
Art criticism and theory
British cultural identity

```json
{
  "label": "British Art and Artists",
  "summary": "This cluster centers on British art, artists, and cultural institutions, spanning movements like the Young British Artists, abstract art, and post-war developments. It includes references to prominent figures, galleries, exhibitions, and educational institutions in the UK art scene.",
  "keywords": [
    "British art",
    "Young British Artists",
    "art galleries",
    "abstract art",
    "Royal Academy",
    "art exhibitions",
    "contemporary art",
    "St Ives School",
    "art institutions",
    "British sculptors",
    "art education",
    "London art scene"
  ],
  "neighboring_domains": [
    "Modern art movements",
    "European art history",
    "Cultural institutions",
    "Art criticism and theory",
    "British cultural identity"
  ],
  "ambiguity_note": "While the cluster is centered on British art and artists, some entries touch on broader European or international art contexts, introducing slight thematic overlap."
}
```


Democratic Party
Republican Party
slavery
American Civil War
presidential elections
party conventions
Dred Scott decision
Reconstruction
Southern Democrats
Abraham Lincoln
John C. Breckinridge
Stephen A. Douglas

American political history
Civil War history
19th-century American politics
Slavery in the United States
Political party realignments

```json
{
  "label": "American Civil War Political Divisions",
  "summary": "This cluster focuses on the political divisions and realignments in the United States during the mid-19th century, particularly around the issue of slavery and the lead-up to the American Civil War. It includes key events such as presidential elections, party conventions, and the rise and fall of political figures within the Democratic, Republican, and other related parties.",
  "keywords": [
    "Democratic Party",
    "Republican Party",
    "slavery",
    "American Civil War",
    "presidential elections",
    "party conventions",
    "Dred Scott decision",
    "Reconstruction",
    "Southern Democrats",
    "Abraham Lincoln",
    "John C. Breckinridge",
    "Stephen A. Douglas"
  ],
  "neighboring_domains": [
    "American political history",
    "Civil War history",
    "19th-century American politics",
    "Slavery in the United States",
    "Political party realignments"
  ],
  "ambiguity_note": "While the cluster centers on political divisions during the Civil War era, some passages touch on broader political developments and figures, creating a slight overlap with general 19th-century American political history."
}
```


spiritualism
mediumship
occult
fraud investigations
paranormal research
séances
spirit guides
psychical research
skeptical inquiry
Eusapia Palladino
Arthur Conan Doyle
Harry Houdini

parapsychology
esotericism
skeptical science
magical practices
historical religious movements

```json
{
  "label": "Spiritualism and Occult Fraud Investigations",
  "summary": "This cluster centers on the historical and scientific examination of spiritualism, mediumship, and occult practices, with a focus on exposing fraudulent methods and evaluating paranormal claims through research and skepticism.",
  "keywords": [
    "spiritualism",
    "mediumship",
    "occult",
    "fraud investigations",
    "paranormal research",
    "séances",
    "spirit guides",
    "psychical research",
    "skeptical inquiry",
    "Eusapia Palladino",
    "Arthur Conan Doyle",
    "Harry Houdini"
  ],
  "neighboring_domains": [
    "parapsychology",
    "esotericism",
    "skeptical science",
    "magical practices",
    "historical religious movements"
  ],
  "ambiguity_note": "While the cluster is centered on spiritualism and fraud investigations, it occasionally overlaps with broader occult and esoteric topics, making some boundaries fuzzy."
}
```


baseball
MLB
Dominican Republic
Venezuela
pitcher
shortstop
free agent
career history
amateur free agent
professional sports
Latin American athletes
fielding performance

sports biographies
Latin American sports
baseball statistics
professional sports careers
minor league baseball

```json
{
  "label": "Latin American MLB Players",
  "summary": "This cluster consists of biographical information about Latin American professional baseball players who have played in Major League Baseball (MLB). The content primarily covers their early careers, team affiliations, playing styles, and notable achievements.",
  "keywords": ["baseball", "MLB", "Dominican Republic", "Venezuela", "pitcher", "shortstop", "free agent", "career history", "amateur free agent", "professional sports", "Latin American athletes", "fielding performance"],
  "neighboring_domains": ["sports biographies", "Latin American sports", "baseball statistics", "professional sports careers", "minor league baseball"],
  "ambiguity_note": "While the cluster centers on Latin American MLB players, some entries include brief mentions of family or unrelated anecdotes, which may introduce minor thematic variation."
}
```


water management
hydroelectric power
dams
reservoirs
water diversion
flood control
irrigation
California water projects
Bureau of Reclamation
Central Valley Project
pumped storage
water resources development

environmental engineering
energy infrastructure
agricultural water use
federal water policy
regional hydrology

```json
{
  "label": "Water Management and Hydroelectric Projects",
  "summary": "This cluster focuses on water management infrastructure and hydroelectric projects, particularly in the United States with a strong emphasis on California. It includes descriptions of dams, reservoirs, water diversion systems, and associated power generation facilities, often tied to federal or state agencies like the Bureau of Reclamation or Army Corps of Engineers.",
  "keywords": [
    "water management",
    "hydroelectric power",
    "dams",
    "reservoirs",
    "water diversion",
    "flood control",
    "irrigation",
    "California water projects",
    "Bureau of Reclamation",
    "Central Valley Project",
    "pumped storage",
    "water resources development"
  ],
  "neighboring_domains": [
    "environmental engineering",
    "energy infrastructure",
    "agricultural water use",
    "federal water policy",
    "regional hydrology"
  ],
  "ambiguity_note": "While the cluster centers on water infrastructure and hydroelectric projects, some passages touch on broader themes like flood control, irrigation, and environmental impacts, which may overlap with adjacent domains."
}
```


murder trial
jury proceedings
legal defense
criminal justice
courtroom outcomes
evidence handling
prosecution
false confession
legal representation
jury nullification
criminal defendants
courtroom controversies

Criminal law
Forensic science
Legal ethics
Judicial process
Human rights

```json
{
  "label": "Criminal Trials and Legal Cases",
  "summary": "This cluster centers on high-profile criminal trials and legal cases, particularly those involving murder, jury proceedings, and controversies in the justice system. The passages describe various defendants, prosecutors, defense strategies, and courtroom outcomes, often highlighting issues of evidence, jury nullification, and legal representation.",
  "keywords": [
    "murder trial",
    "jury proceedings",
    "legal defense",
    "criminal justice",
    "courtroom outcomes",
    "evidence handling",
    "prosecution",
    "false confession",
    "legal representation",
    "jury nullification",
    "criminal defendants",
    "courtroom controversies"
  ],
  "neighboring_domains": [
    "Criminal law",
    "Forensic science",
    "Legal ethics",
    "Judicial process",
    "Human rights"
  ],
  "ambiguity_note": "While the cluster is centered on criminal trials, some passages touch on related but distinct themes such as legal ethics, false confessions, and civil suits, which may introduce some thematic overlap with adjacent domains."
}
```


microbial metabolism
cyanobacteria
bacterioplankton
photosynthesis
nutrient cycling
microbial food web
autotrophs
dissolved organic carbon
zooplankton
metagenomics
oligotrophs
soil microbiology

Aquatic ecology
Soil science
Biogeochemistry
Microbial genetics
Environmental microbiology

```json
{
  "label": "Microbial Metabolism and Ecology",
  "summary": "This cluster focuses on the metabolic processes and ecological roles of microorganisms, particularly bacteria, algae, and cyanobacteria, in aquatic and soil environments. It includes topics such as photosynthesis, nutrient cycling, microbial food webs, and the interactions between microbes and their environments.",
  "keywords": [
    "microbial metabolism",
    "cyanobacteria",
    "bacterioplankton",
    "photosynthesis",
    "nutrient cycling",
    "microbial food web",
    "autotrophs",
    "dissolved organic carbon",
    "zooplankton",
    "metagenomics",
    "oligotrophs",
    "soil microbiology"
  ],
  "neighboring_domains": [
    "Aquatic ecology",
    "Soil science",
    "Biogeochemistry",
    "Microbial genetics",
    "Environmental microbiology"
  ],
  "ambiguity_note": "While the cluster centers on microbial metabolism and ecology, some passages touch on broader topics like geobiology and primary nutritional groups, introducing a degree of thematic overlap."
}
```


Internet radio
music streaming
radio formats
listener engagement
radio advertising
digital broadcasting
radio platforms
music genres
radio programming
royalty rates
radio apps
radio analytics

Music streaming services
Digital media platforms
Radio broadcasting
Online advertising
Music industry trends

```json
{
  "label": "Internet and Music Radio Services",
  "summary": "This cluster focuses on digital and internet-based radio services, including platforms for streaming music, listener engagement, and the business and technical aspects of online radio broadcasting.",
  "keywords": [
    "Internet radio",
    "music streaming",
    "radio formats",
    "listener engagement",
    "radio advertising",
    "digital broadcasting",
    "radio platforms",
    "music genres",
    "radio programming",
    "royalty rates",
    "radio apps",
    "radio analytics"
  ],
  "neighboring_domains": [
    "Music streaming services",
    "Digital media platforms",
    "Radio broadcasting",
    "Online advertising",
    "Music industry trends"
  ],
  "ambiguity_note": "The cluster includes a mix of traditional and digital radio concepts, with some overlap into music industry practices and listener behavior."
}
```


haplogroup
mitochondrial DNA
Y-chromosome DNA
genealogical DNA testing
genetic variation
SNP (single nucleotide polymorphism)
maternal lineage
paternal lineage
genetic ancestry
haplotype
population genetics
DNA sequencing

Evolutionary biology
Genomics
Anthropology
Medical genetics
Bioinformatics

```json
{
  "label": "Human Genetic Haplogroups and DNA Testing",
  "summary": "This cluster focuses on human genetic variation, particularly the study of haplogroups, mitochondrial DNA (mtDNA), and Y-chromosome DNA (Y-DNA), as well as their use in genealogical DNA testing and tracing ancestry. It includes discussions of genetic markers, mutations, and population genetics.",
  "keywords": [
    "haplogroup",
    "mitochondrial DNA",
    "Y-chromosome DNA",
    "genealogical DNA testing",
    "genetic variation",
    "SNP (single nucleotide polymorphism)",
    "maternal lineage",
    "paternal lineage",
    "genetic ancestry",
    "haplotype",
    "population genetics",
    "DNA sequencing"
  ],
  "neighboring_domains": [
    "Evolutionary biology",
    "Genomics",
    "Anthropology",
    "Medical genetics",
    "Bioinformatics"
  ],
  "ambiguity_note": "While the cluster centers on genetic haplogroups and DNA testing, some passages touch on broader topics like genetic diseases and DNA fingerprinting, which may introduce some thematic overlap with adjacent domains."
}
```


Gundam
Macross
Transformers
Robotech
mecha design
robot toys
anime franchises
Super Robot Wars
die-cast models
toy licensing
Japanese animation
collectible figures

Anime and manga culture
Toys and collectibles
Science fiction media
Video game tie-ins
Robotics and mecha design

```json
{
  "label": "Anime Mecha and Robot Toys",
  "summary": "This cluster centers on fictional mecha and robot characters from Japanese anime and related toy lines, including franchises like Gundam, Macross, Transformers, and Robotech. It covers the design, cultural impact, and commercialization of these robots in media and merchandise.",
  "keywords": [
    "Gundam",
    "Macross",
    "Transformers",
    "Robotech",
    "mecha design",
    "robot toys",
    "anime franchises",
    "Super Robot Wars",
    "die-cast models",
    "toy licensing",
    "Japanese animation",
    "collectible figures"
  ],
  "neighboring_domains": [
    "Anime and manga culture",
    "Toys and collectibles",
    "Science fiction media",
    "Video game tie-ins",
    "Robotics and mecha design"
  ],
  "ambiguity_note": "The cluster includes a mix of specific robot models, toy lines, and anime series, with some overlap between distinct but related franchises, making precise categorization challenging."
}
```


Libyan Civil War
2011 conflict
2014–present conflict
rebel forces
government forces
NATO airstrikes
military operations
casualties
Misrata
Brega
Sirte
factional violence

Middle Eastern conflicts
Armed insurrections
Military history
Political instability in Libya
International intervention in conflicts

```json
{
  "label": "Libyan Civil War Conflicts",
  "summary": "This cluster focuses on the military engagements, battles, and factional violence that occurred during the Libyan Civil War, particularly in the periods of 2011 and 2014–present. It includes detailed timelines of key operations, rebel and government troop movements, casualties, and the involvement of external forces such as NATO and foreign militias.",
  "keywords": [
    "Libyan Civil War",
    "2011 conflict",
    "2014–present conflict",
    "rebel forces",
    "government forces",
    "NATO airstrikes",
    "military operations",
    "casualties",
    "Misrata",
    "Brega",
    "Sirte",
    "factional violence"
  ],
  "neighboring_domains": [
    "Middle Eastern conflicts",
    "Armed insurrections",
    "Military history",
    "Political instability in Libya",
    "International intervention in conflicts"
  ],
  "ambiguity_note": "The cluster spans multiple phases of the Libyan Civil War and includes overlapping themes of factional violence and military operations, which may blur the distinction between different periods and groups involved."
}
```


Canadian Football League
CFL
Grey Cup
Toronto Argonauts
Edmonton Eskimos
Montreal Alouettes
Saskatchewan Roughriders
Hamilton Tiger-Cats
CFL season
defensive back
quarterback
CIS football

Professional sports history
Canadian sports teams
Gridiron football
Athlete biographies
CFL awards and records

```json
{
  "label": "Canadian Football League History",
  "summary": "This cluster focuses on the history and key events of the Canadian Football League (CFL), including notable players, teams, and Grey Cup championships. It highlights individual careers, team performances, and significant moments in the league's timeline.",
  "keywords": ["Canadian Football League", "CFL", "Grey Cup", "Toronto Argonauts", "Edmonton Eskimos", "Montreal Alouettes", "Saskatchewan Roughriders", "Hamilton Tiger-Cats", "CFL season", "defensive back", "quarterback", "CIS football"],
  "neighboring_domains": ["Professional sports history", "Canadian sports teams", "Gridiron football", "Athlete biographies", "CFL awards and records"],
  "ambiguity_note": "While the cluster centers on the CFL, some content overlaps with individual athlete biographies and college football, creating a mix of team and player-focused narratives."
}
```


theological seminaries
ordained ministers
divinity degrees
religious education
pastoral leadership
theological scholars
Biblical studies
ecclesiastical institutions
academic theology
Christian ministry
graduate theological programs
ecclesiastical history

Christian denominations
religious leadership
academic theology
ecclesiastical history
interdenominational education

```json
{
  "label": "Theological Scholars and Seminaries",
  "summary": "This cluster centers on individuals and institutions involved in theological education, including seminaries, ordained ministers, and scholars who have pursued advanced theological studies and contributed to religious education and leadership.",
  "keywords": [
    "theological seminaries",
    "ordained ministers",
    "divinity degrees",
    "religious education",
    "pastoral leadership",
    "theological scholars",
    "Biblical studies",
    "ecclesiastical institutions",
    "academic theology",
    "Christian ministry",
    "graduate theological programs",
    "ecclesiastical history"
  ],
  "neighboring_domains": [
    "Christian denominations",
    "religious leadership",
    "academic theology",
    "ecclesiastical history",
    "interdenominational education"
  ],
  "ambiguity_note": "While the cluster is centered on theological education and ministry, some entries overlap with broader academic or institutional contexts, making precise categorization challenging in a few cases."
}
```


microprocessor architecture
Intel Core
ARM Cortex
multi-core processors
system-on-chip (SoC)
low-power design
x86 architecture
chipset components
processor steppings
UEFI firmware
mobile processors
FPGA

Computer hardware design
Embedded systems
Processor manufacturing
Operating system interfaces
Virtualization technologies

```json
{
  "label": "Microprocessor Architectures and Components",
  "summary": "This cluster focuses on microprocessor architectures, including Intel and ARM-based designs, with an emphasis on performance, power efficiency, and integration into system-on-chip (SoC) and multi-core systems. It also includes related components like chipsets, firmware interfaces, and low-power mobile processors.",
  "keywords": [
    "microprocessor architecture",
    "Intel Core",
    "ARM Cortex",
    "multi-core processors",
    "system-on-chip (SoC)",
    "low-power design",
    "x86 architecture",
    "chipset components",
    "processor steppings",
    "UEFI firmware",
    "mobile processors",
    "FPGA"
  ],
  "neighboring_domains": [
    "Computer hardware design",
    "Embedded systems",
    "Processor manufacturing",
    "Operating system interfaces",
    "Virtualization technologies"
  ],
  "ambiguity_note": "The cluster includes a mix of specific processor models, architectural features, and related firmware, which may overlap with broader topics like embedded systems and computer engineering."
}
```


mushroom species
fungal taxonomy
Cortinarius
Clitocybe
Lactifluus
Mycena
edible mushrooms
mycorrhizal fungi
fungus morphology
Agaric fungi
mushroom habitats
fungal classification

mycology
ecology
botany
natural history
biological taxonomy

```json
{
  "label": "Mushroom Species and Fungal Taxonomy",
  "summary": "This cluster focuses on various species of mushrooms and fungi, including their taxonomy, physical characteristics, habitats, and relationships with other organisms. It includes descriptions of genera and species such as Clitocybe, Cortinarius, Lactifluus, and Mycena, as well as their ecological roles and edibility.",
  "keywords": [
    "mushroom species",
    "fungal taxonomy",
    "Cortinarius",
    "Clitocybe",
    "Lactifluus",
    "Mycena",
    "edible mushrooms",
    "mycorrhizal fungi",
    "fungus morphology",
    "Agaric fungi",
    "mushroom habitats",
    "fungal classification"
  ],
  "neighboring_domains": [
    "mycology",
    "ecology",
    "botany",
    "natural history",
    "biological taxonomy"
  ],
  "ambiguity_note": "Some passages overlap with broader topics like fungal ecology and taxonomy, and a few mention parasitic or symbiotic relationships, which may blur the cluster's central focus on species descriptions."
}
```


law school
legal education
bar exam
admission to practice
juris doctor
continuing legal education
law degree
legal training
vocational training
professional certification
legal licensing
lawyer qualifications

Legal Profession
Higher Education
Professional Licensing
Bar Associations
Comparative Law

```json
{
  "label": "Legal Education and Admission",
  "summary": "This cluster focuses on the structure, requirements, and processes of legal education and the admission of individuals to practice law in various jurisdictions around the world. It includes topics such as law schools, bar exams, continuing legal education, and the qualifications needed to become a licensed attorney or barrister.",
  "keywords": [
    "law school",
    "legal education",
    "bar exam",
    "admission to practice",
    "juris doctor",
    "continuing legal education",
    "law degree",
    "legal training",
    "vocational training",
    "professional certification",
    "legal licensing",
    "lawyer qualifications"
  ],
  "neighboring_domains": [
    "Legal Profession",
    "Higher Education",
    "Professional Licensing",
    "Bar Associations",
    "Comparative Law"
  ],
  "ambiguity_note": "While the cluster centers on legal education and admission, some passages touch on broader topics such as law school structures, academic degrees, and professional development, which may overlap with adjacent domains."
}
```


Billboard Hot 100
chart performance
digital downloads
certifications
pop songs
sales figures
airplay
mainstream top 40
radio songs
chart debut
music industry
Billboard Pop Songs

Music Industry Data
Pop Music History
Chart Analysis
Digital Music Sales
Radio Airplay Trends

```json
{
  "label": "Pop Music Chart Performance",
  "summary": "This cluster focuses on the chart performance and commercial success of various pop songs, particularly highlighting their positions on the Billboard Hot 100 and related charts, sales figures, and certifications.",
  "keywords": ["Billboard Hot 100", "chart performance", "digital downloads", "certifications", "pop songs", "sales figures", "airplay", "mainstream top 40", "radio songs", "chart debut", "music industry", "Billboard Pop Songs"],
  "neighboring_domains": ["Music Industry Data", "Pop Music History", "Chart Analysis", "Digital Music Sales", "Radio Airplay Trends"],
  "ambiguity_note": "While the cluster centers on pop music chart performance, some entries touch on international charts or subgenres, introducing slight variation in focus."
}
```


Meiji Restoration
Japanese imperialism
Kwantung Army
Manchukuo
Sino-Japanese relations
Korean annexation
Pearl Harbor
U.S.-Japan relations
League of Nations
Greater East Asia Co-Prosperity Sphere
Japanese military modernization
World War II

World War II history
East Asian geopolitics
Colonialism and imperialism
Military history
Diplomatic history

```json
{
  "label": "Japanese Imperial Expansion and Foreign Relations",
  "summary": "This cluster focuses on Japan's historical military and political expansion, particularly in East Asia, and its evolving foreign relations from the Meiji Restoration through World War II. It includes Japan's imperial ambitions in China and Korea, military modernization, interactions with Western powers, and the consequences of its aggressive policies.",
  "keywords": [
    "Meiji Restoration",
    "Japanese imperialism",
    "Kwantung Army",
    "Manchukuo",
    "Sino-Japanese relations",
    "Korean annexation",
    "Pearl Harbor",
    "U.S.-Japan relations",
    "League of Nations",
    "Greater East Asia Co-Prosperity Sphere",
    "Japanese military modernization",
    "World War II"
  ],
  "neighboring_domains": [
    "World War II history",
    "East Asian geopolitics",
    "Colonialism and imperialism",
    "Military history",
    "Diplomatic history"
  ],
  "ambiguity_note": "While the cluster centers on Japanese imperial expansion and foreign relations, some passages touch on broader themes like post-war relations and economic development, which may slightly blur the focus."
}
```


education
academic careers
marriage
professional development
university degrees
research
psychology
engineering
business administration
social sciences
doctoral studies
career paths

```json
{
  "label": "Academic and Professional Lives",
  "summary": "This cluster centers on the educational and professional trajectories of individuals, particularly highlighting their academic achievements, marriages, and career developments across various disciplines such as psychology, engineering, business, and the sciences.",
  "keywords": [
    "education",
    "academic careers",
    "marriage",
    "professional development",
    "university degrees",
    "research",
    "psychology",
    "engineering",
    "business administration",
    "social sciences",
    "doctoral studies",
    "career paths"
  ],
  "neighboring_domains": [
    "Biographies of notable individuals",
    "History of higher education",
    "Professional and academic networks",
    "Gender roles in academia",
    "Scientific and technological advancements"
  ],
  "ambiguity_note": "While the cluster primarily focuses on academic and professional lives, some variation exists in the specific fields and career paths represented, which may overlap with broader biographical or historical domains."
}
```


Johann Sebastian Bach
cantata
chorale
motet
religious music
liturgical compositions
hymn tunes
Baroque music
sacred choral works
Biblical texts
instrumental scoring
Leipzig

Christian liturgical music
Baroque composition techniques
German hymnody
Classical sacred choral music
Musicology

```json
{
  "label": "Bach Cantatas and Chorales",
  "summary": "This cluster centers on the musical compositions of Johann Sebastian Bach, particularly his cantatas, motets, and chorales. These works often include religious texts, biblical references, and are scored for soloists, choir, and various instrumental ensembles. Many pieces are associated with specific liturgical occasions and incorporate traditional hymn tunes or chorale melodies.",
  "keywords": [
    "Johann Sebastian Bach",
    "cantata",
    "chorale",
    "motet",
    "religious music",
    "liturgical compositions",
    "hymn tunes",
    "Baroque music",
    "sacred choral works",
    "Biblical texts",
    "instrumental scoring",
    "Leipzig"
  ],
  "neighboring_domains": [
    "Christian liturgical music",
    "Baroque composition techniques",
    "German hymnody",
    "Classical sacred choral music",
    "Musicology"
  ],
  "ambiguity_note": "While the cluster is centered on Bach's sacred compositions, some passages reference other composers or secular works, introducing a degree of thematic overlap with broader choral and liturgical music traditions."
}
```


death penalty
Supreme Court
capital punishment
Eighth Amendment
constitutional law
lethal injection
juvenile offenders
mental disability
aggravating factors
mitigating factors
capital sentencing
cruel and unusual punishment

criminal law
constitutional rights
judicial procedures
human rights
legal ethics

```json
{
  "label": "Death Penalty in the U.S.",
  "summary": "This cluster focuses on the legal and constitutional aspects of capital punishment in the United States, including Supreme Court cases that have shaped its application, limitations, and controversies.",
  "keywords": [
    "death penalty",
    "Supreme Court",
    "capital punishment",
    "Eighth Amendment",
    "constitutional law",
    "lethal injection",
    "juvenile offenders",
    "mental disability",
    "aggravating factors",
    "mitigating factors",
    "capital sentencing",
    "cruel and unusual punishment"
  ],
  "neighboring_domains": [
    "criminal law",
    "constitutional rights",
    "judicial procedures",
    "human rights",
    "legal ethics"
  ],
  "ambiguity_note": "While the cluster centers on death penalty law, some passages touch on related legal procedures or individual cases, introducing some thematic variation."
}
```


Summary: This cluster focuses on radio stations across the United States, detailing their formats, ownership, call signs, broadcast areas, and historical changes in programming and branding.

radio stations
broadcast formats
call signs
ownership changes
simulcasting
music formats
talk radio
Christian radio
classic hits
Top 40
FM radio
AM radio

Media and broadcasting history
Regional communication networks
Music industry trends
Local news and talk radio
Radio station ownership and regulation

While the cluster centers on radio stations and their formats, some entries include brief historical or ownership details that may overlap with adjacent domains like media history or regional communication.


residential segregation
urban decay
public housing
white flight
gentrification
community displacement
racial inequality
African-American neighborhoods
suburbanization
redlining
inner-city decline
urban renewal

Urban sociology
Housing policy
Racial and ethnic relations
Economic inequality
City planning

```json
{
  "label": "Urban Segregation and Decline",
  "summary": "This cluster focuses on the historical and ongoing patterns of residential segregation, urban decay, and displacement in American cities, particularly affecting African-American and minority communities. It includes discussions of public housing, white flight, gentrification, and the socio-economic consequences of urban policies.",
  "keywords": [
    "residential segregation",
    "urban decay",
    "public housing",
    "white flight",
    "gentrification",
    "community displacement",
    "racial inequality",
    "African-American neighborhoods",
    "suburbanization",
    "redlining",
    "inner-city decline",
    "urban renewal"
  ],
  "neighboring_domains": [
    "Urban sociology",
    "Housing policy",
    "Racial and ethnic relations",
    "Economic inequality",
    "City planning"
  ],
  "ambiguity_note": "While the cluster centers on urban segregation and decline, some passages touch on broader themes like suburban development and economic migration, which may introduce some thematic overlap with adjacent domains."
}
```


film production
studio management
producers
directors
creative control
budget disputes
film financing
script development
studio executives
independent production
distribution deals
filmmaking process

Hollywood history
film industry economics
cinematic collaboration
entertainment law
screenwriting

```json
{
  "label": "Film Production and Studio Management",
  "summary": "This cluster centers on the production and management of films, including the roles of producers, directors, and studios in the filmmaking process. It covers financial arrangements, creative control disputes, and the challenges of bringing films to completion and distribution.",
  "keywords": [
    "film production",
    "studio management",
    "producers",
    "directors",
    "creative control",
    "budget disputes",
    "film financing",
    "script development",
    "studio executives",
    "independent production",
    "distribution deals",
    "filmmaking process"
  ],
  "neighboring_domains": [
    "Hollywood history",
    "film industry economics",
    "cinematic collaboration",
    "entertainment law",
    "screenwriting"
  ],
  "ambiguity_note": "While the cluster is centered on film production and management, some passages touch on broader entertainment industry themes, such as screenwriting and film distribution, which may overlap with adjacent domains."
}
```


demographics
census data
population statistics
racial composition
household data
poverty rates
U.S. cities
housing density
ethnic diversity
family statistics
urban population
census 2010

urban planning
sociology
public policy
geography
demographic analysis

```json
{
  "label": "U.S. City Demographics",
  "summary": "This cluster contains demographic data for various U.S. cities, including population statistics, racial and ethnic composition, housing units, and poverty rates based on the 2010 census.",
  "keywords": ["demographics", "census data", "population statistics", "racial composition", "household data", "poverty rates", "U.S. cities", "housing density", "ethnic diversity", "family statistics", "urban population", "census 2010"],
  "neighboring_domains": ["urban planning", "sociology", "public policy", "geography", "demographic analysis"],
  "ambiguity_note": "While the cluster centers on U.S. city demographics, some variation exists in the types of data included, such as climate or economic details, which may introduce minor fuzziness."
}
```


textile arts
weaving
dyeing
embroidery
batik
woodblock printing
cotton
wool
calendering
resist dyeing
fabric finishing
handmade textiles

fashion and clothing
art and craft techniques
cultural heritage
material science
industrial manufacturing

```json
{
  "label": "Textile Production and Techniques",
  "summary": "This cluster focuses on the production, decoration, and finishing techniques of textiles, including weaving, dyeing, embroidery, and printing methods. It covers traditional and modern approaches to fabric creation, with an emphasis on materials, tools, and cultural practices.",
  "keywords": [
    "textile arts",
    "weaving",
    "dyeing",
    "embroidery",
    "batik",
    "woodblock printing",
    "cotton",
    "wool",
    "calendering",
    "resist dyeing",
    "fabric finishing",
    "handmade textiles"
  ],
  "neighboring_domains": [
    "fashion and clothing",
    "art and craft techniques",
    "cultural heritage",
    "material science",
    "industrial manufacturing"
  ],
  "ambiguity_note": "While the cluster centers on textile production, some passages touch on broader decorative arts or cultural practices, introducing slight thematic overlap with adjacent domains."
}
```


choir
choral music
classical music
Requiem
Messiah
choral conductor
music festival
composition
sacred music
choral performance
English choir
Baroque music

Classical music
Music composition
Religious music
Music festivals
Orchestral music

```json
{
  "label": "Choral Music and Choirs",
  "summary": "This cluster centers on choral music, choirs, and related performances, including historical and contemporary works, notable ensembles, and composers who have contributed to the choral repertoire. It highlights major choral compositions, choir festivals, and the roles of conductors and composers in shaping choral traditions.",
  "keywords": [
    "choir",
    "choral music",
    "classical music",
    "Requiem",
    "Messiah",
    "choral conductor",
    "music festival",
    "composition",
    "sacred music",
    "choral performance",
    "English choir",
    "Baroque music"
  ],
  "neighboring_domains": [
    "Classical music",
    "Music composition",
    "Religious music",
    "Music festivals",
    "Orchestral music"
  ],
  "ambiguity_note": "While the cluster is centered on choral music, some entries touch on broader classical or sacred music contexts, introducing slight thematic overlap with adjacent domains."
}
```


mixed martial arts
MMA fighters
UFC
Brazilian jiu-jitsu
career history
training background
championship titles
fight records
professional athletes
combat sports
Strikeforce
Cage Rage

Professional boxing
Kickboxing
Wrestling
Brazilian jiu-jitsu
Combat sports organizations

```json
{
  "label": "Mixed Martial Artists and Fighters",
  "summary": "This cluster contains biographical information about professional mixed martial artists and fighters, focusing on their careers, training backgrounds, and notable achievements in organizations such as the UFC, Strikeforce, and others.",
  "keywords": [
    "mixed martial arts",
    "MMA fighters",
    "UFC",
    "Brazilian jiu-jitsu",
    "career history",
    "training background",
    "championship titles",
    "fight records",
    "professional athletes",
    "combat sports",
    "Strikeforce",
    "Cage Rage"
  ],
  "neighboring_domains": [
    "Professional boxing",
    "Kickboxing",
    "Wrestling",
    "Brazilian jiu-jitsu",
    "Combat sports organizations"
  ],
  "ambiguity_note": "While the cluster centers on mixed martial artists, some entries include fighters in related combat sports or mention non-fighting careers, introducing slight thematic variation."
}
```


Asian Para Games
7-a-side football
volleyball tournaments
sports qualification
team composition
ASEAN Para Games
Asian Games
multi-sport events
sports championships
team competitions
sports regulations
regional sports

Paralympic sports
Asian sports organizations
International sports tournaments
Youth sports competitions
Sports governance and regulations

```json
{
  "label": "Asian Para Sports and Championships",
  "summary": "This cluster centers on sports events and competitions in Asia, particularly focusing on para-sports and regional championships. It includes details about football (7-a-side and 5-a-side), volleyball, and other team sports held at events like the ASEAN Para Games, Asian Para Games, and Asian Games, as well as qualification processes, team compositions, and tournament structures.",
  "keywords": [
    "Asian Para Games",
    "7-a-side football",
    "volleyball tournaments",
    "sports qualification",
    "team composition",
    "ASEAN Para Games",
    "Asian Games",
    "multi-sport events",
    "sports championships",
    "team competitions",
    "sports regulations",
    "regional sports"
  ],
  "neighboring_domains": [
    "Paralympic sports",
    "Asian sports organizations",
    "International sports tournaments",
    "Youth sports competitions",
    "Sports governance and regulations"
  ],
  "ambiguity_note": "While the cluster is centered on Asian para-sports and championships, some passages touch on non-para events or broader regional competitions, introducing slight thematic variation."
}
```


marine invertebrates
gastropods
cephalopods
trilobites
radula
shell morphology
appendages
anatomical features
aquatic animals
dermal denticles
cephalothorax
pygidium

marine biology
invertebrate anatomy
paleontology
zoology
molluscan taxonomy

```json
{
  "label": "Marine and Aquatic Invertebrates",
  "summary": "This cluster contains descriptions of various marine and aquatic invertebrates, including mollusks, arthropods, and other related species. The passages focus on anatomical features such as shells, radulae, appendages, and reproductive structures, as well as external morphological traits like spines, denticles, and fin structures.",
  "keywords": [
    "marine invertebrates",
    "gastropods",
    "cephalopods",
    "trilobites",
    "radula",
    "shell morphology",
    "appendages",
    "anatomical features",
    "aquatic animals",
    "dermal denticles",
    "cephalothorax",
    "pygidium"
  ],
  "neighboring_domains": [
    "marine biology",
    "invertebrate anatomy",
    "paleontology",
    "zoology",
    "molluscan taxonomy"
  ],
  "ambiguity_note": "The cluster includes a mix of extant and extinct species, as well as a range of invertebrate groups, which may introduce some thematic overlap and ambiguity."
}
```


Afro-Caribbean music
rumba
conga
drums
folk dance
Cuban music
percussion instruments
spiritual possession
courtship dance
cultural traditions
Afro-descended culture
street carnival

Latin American music
African diaspora culture
Cuban folk traditions
Religious music and rituals
Dance anthropology

```json
{
  "label": "Afro-Caribbean Music and Dance",
  "summary": "This cluster centers on traditional Afro-Caribbean music and dance forms, including rhythms, instruments, and cultural practices from regions such as Cuba, Colombia, Panama, and the Dominican Republic. These genres often involve percussive elements, communal participation, and are deeply rooted in African heritage and religious or festive contexts.",
  "keywords": [
    "Afro-Caribbean music",
    "rumba",
    "conga",
    "drums",
    "folk dance",
    "Cuban music",
    "percussion instruments",
    "spiritual possession",
    "courtship dance",
    "cultural traditions",
    "Afro-descended culture",
    "street carnival"
  ],
  "neighboring_domains": [
    "Latin American music",
    "African diaspora culture",
    "Cuban folk traditions",
    "Religious music and rituals",
    "Dance anthropology"
  ],
  "ambiguity_note": "While the cluster is centered on Afro-Caribbean music and dance, some passages touch on broader Latin American genres or hybrid styles, introducing slight thematic overlap with other regional traditions."
}
```


Queensland state schools
educational architecture
school buildings
standard government designs
primary education
timber construction
school history
educational philosophy
school expansions
infrastructure development
community schools
climate control in schools

Australian education history
public infrastructure development
regional architecture
school building design
community institutions

```json
{
  "label": "Queensland State Schools and Education History",
  "summary": "This cluster focuses on the history, architecture, and development of state schools in Queensland, Australia, highlighting educational philosophies, building designs, and the evolution of educational infrastructure over time.",
  "keywords": [
    "Queensland state schools",
    "educational architecture",
    "school buildings",
    "standard government designs",
    "primary education",
    "timber construction",
    "school history",
    "educational philosophy",
    "school expansions",
    "infrastructure development",
    "community schools",
    "climate control in schools"
  ],
  "neighboring_domains": [
    "Australian education history",
    "public infrastructure development",
    "regional architecture",
    "school building design",
    "community institutions"
  ],
  "ambiguity_note": "While the cluster centers on Queensland state schools, some entries touch on related institutions like girls' schools and high schools, introducing slight thematic variation."
}
```


thermohaline circulation
polar amplification
ice cores
Dansgaard–Oeschger events
Pleistocene
ocean temperature
glacial periods
Antarctic Cold Reversal
AMOC shutdown
paleoclimatology
sea ice
climate fluctuations

Paleoclimatology
Oceanography
Glaciology
Atmospheric Science
Climate Change

```json
{
  "label": "Climate and Oceanic Cycles",
  "summary": "This cluster focuses on the study of Earth's climate and oceanic systems, particularly the interactions between temperature, ocean currents, ice dynamics, and long-term climate events such as glacial periods, abrupt warming, and thermohaline circulation changes.",
  "keywords": [
    "thermohaline circulation",
    "polar amplification",
    "ice cores",
    "Dansgaard–Oeschger events",
    "Pleistocene",
    "ocean temperature",
    "glacial periods",
    "Antarctic Cold Reversal",
    "AMOC shutdown",
    "paleoclimatology",
    "sea ice",
    "climate fluctuations"
  ],
  "neighboring_domains": [
    "Paleoclimatology",
    "Oceanography",
    "Glaciology",
    "Atmospheric Science",
    "Climate Change"
  ],
  "ambiguity_note": "The cluster includes a mix of topics related to both past and present climate dynamics, with some overlap between oceanic and atmospheric processes, making it challenging to distinguish purely between historical and contemporary climate studies."
}
```


Somerset
non-metropolitan district
Local Government Act 1972
district council
Somerset County Council
local services
planning and building control
council housing
environmental health
electoral ward
public transport
local roads

English local government
Rural district administration
Electoral geography
Public services in the UK
Regional planning

```json
{
  "label": "Somerset Local Government Districts",
  "summary": "This cluster contains information about various non-metropolitan districts in Somerset, England, including their formation under the Local Government Act 1972, responsibilities of district and county councils, and their roles in local services and electoral wards.",
  "keywords": [
    "Somerset",
    "non-metropolitan district",
    "Local Government Act 1972",
    "district council",
    "Somerset County Council",
    "local services",
    "planning and building control",
    "council housing",
    "environmental health",
    "electoral ward",
    "public transport",
    "local roads"
  ],
  "neighboring_domains": [
    "English local government",
    "Rural district administration",
    "Electoral geography",
    "Public services in the UK",
    "Regional planning"
  ],
  "ambiguity_note": "While the cluster centers on Somerset's local government districts, some variation exists in the specific districts and services mentioned, reflecting the diversity of administrative roles across the region."
}
```


rail transport
New Zealand
electrification
railway lines
locomotives
commuter services
freight transport
railway history
tunnels
railway stations
railcar classes
railway infrastructure

public transport systems
transportation history
railway engineering
regional infrastructure
transport policy

```json
{
  "label": "New Zealand Rail Transport",
  "summary": "This cluster focuses on the history, infrastructure, and operations of rail transport in New Zealand, including electrification, major railway lines, locomotive classes, and commuter and freight services across the North and South Islands.",
  "keywords": [
    "rail transport",
    "New Zealand",
    "electrification",
    "railway lines",
    "locomotives",
    "commuter services",
    "freight transport",
    "railway history",
    "tunnels",
    "railway stations",
    "railcar classes",
    "railway infrastructure"
  ],
  "neighboring_domains": [
    "public transport systems",
    "transportation history",
    "railway engineering",
    "regional infrastructure",
    "transport policy"
  ],
  "ambiguity_note": "While the cluster centers on rail transport in New Zealand, some passages touch on related topics like historical events or local infrastructure, introducing minor thematic variation."
}
```


Frank Lloyd Wright
Prairie School
architectural design
residential buildings
organic architecture
Walter Burley Griffin
Usonian homes
historic preservation
modernist architecture
American architecture
design philosophy
house remodeling

Modernist architecture
Historic architecture
Residential design
Architectural history
Urban planning

```json
{
  "label": "Frank Lloyd Wright and Prairie School Architecture",
  "summary": "This cluster centers on the architectural works and influence of Frank Lloyd Wright, particularly his Prairie School style, and the buildings designed by his contemporaries and students. It includes descriptions of specific homes, architectural philosophies, and the broader impact of Wright's design principles on early 20th-century American architecture.",
  "keywords": [
    "Frank Lloyd Wright",
    "Prairie School",
    "architectural design",
    "residential buildings",
    "organic architecture",
    "Walter Burley Griffin",
    "Usonian homes",
    "historic preservation",
    "modernist architecture",
    "American architecture",
    "design philosophy",
    "house remodeling"
  ],
  "neighboring_domains": [
    "Modernist architecture",
    "Historic architecture",
    "Residential design",
    "Architectural history",
    "Urban planning"
  ],
  "ambiguity_note": "While the cluster is centered on Frank Lloyd Wright and Prairie School architecture, it also includes some references to other architects and architectural styles, suggesting a degree of overlap with broader modernist and historic design movements."
}
```


Harry Potter
Hogwarts
Lord Voldemort
Wizarding World
Magical Creatures
Quidditch
Triwizard Tournament
Horcruxes
Dumbledore
Ministry of Magic
Invisibility Cloak
Deathly Hallows

Fantasy Literature
British Culture
Youth Fiction
Magical Realism
Pop Culture

```json
{
  "label": "Harry Potter Series",
  "summary": "This cluster centers on the fictional universe of the Harry Potter series, including its characters, plot developments, and magical elements. It covers the adventures of Harry Potter and his friends at Hogwarts School of Witchcraft and Wizardry, their battles against dark forces, and the broader wizarding world created by J.K. Rowling.",
  "keywords": [
    "Harry Potter",
    "Hogwarts",
    "Lord Voldemort",
    "Wizarding World",
    "Magical Creatures",
    "Quidditch",
    "Triwizard Tournament",
    "Horcruxes",
    "Dumbledore",
    "Ministry of Magic",
    "Invisibility Cloak",
    "Deathly Hallows"
  ],
  "neighboring_domains": [
    "Fantasy Literature",
    "British Culture",
    "Youth Fiction",
    "Magical Realism",
    "Pop Culture"
  ],
  "ambiguity_note": "While the cluster is largely focused on the Harry Potter series, some passages touch on related themes like magical transportation or specific characters, which may overlap with broader fantasy or cultural topics."
}
```


tennis players
Grand Slam tournaments
WTA events
match results
player rankings
doubles titles
singles titles
Serena Williams
Svetlana Kuznetsova
Victoria Azarenka
Roberta Vinci
doubles partnerships

sports biographies
tennis history
professional sports performance
WTA rankings
Grand Slam events

```json
{
  "label": "Women's Tennis Players and Tournaments",
  "summary": "This cluster centers on professional female tennis players and their performances in major tournaments, including Grand Slams and WTA events. It highlights match outcomes, key victories and defeats, and player rankings, with a focus on Russian, Italian, and other international athletes.",
  "keywords": [
    "tennis players",
    "Grand Slam tournaments",
    "WTA events",
    "match results",
    "player rankings",
    "doubles titles",
    "singles titles",
    "Serena Williams",
    "Svetlana Kuznetsova",
    "Victoria Azarenka",
    "Roberta Vinci",
    "doubles partnerships"
  ],
  "neighboring_domains": [
    "sports biographies",
    "tennis history",
    "professional sports performance",
    "WTA rankings",
    "Grand Slam events"
  ],
  "ambiguity_note": "While the cluster is centered on women's tennis, some passages include mixed doubles or focus on specific tournaments, which may blur the boundaries with broader sports performance or event-specific clusters."
}
```


The Simpsons
South Park
Family Guy
comedy
school pranks
family dynamics
satire
character-driven plots
television episodes
humor
everyday life
social commentary

Television scripts
Comedy writing
Satirical fiction
Animated series
Popular culture

```json
{
  "label": "Television Sitcom Episodes",
  "summary": "This cluster consists of standalone passages from television sitcom episodes, primarily from shows like The Simpsons, South Park, Family Guy, and others. The content revolves around comedic character-driven plots, school pranks, family dynamics, and satirical commentary on everyday life and societal issues.",
  "keywords": [
    "The Simpsons",
    "South Park",
    "Family Guy",
    "comedy",
    "school pranks",
    "family dynamics",
    "satire",
    "character-driven plots",
    "television episodes",
    "humor",
    "everyday life",
    "social commentary"
  ],
  "neighboring_domains": [
    "Television scripts",
    "Comedy writing",
    "Satirical fiction",
    "Animated series",
    "Popular culture"
  ],
  "ambiguity_note": "While the cluster centers on sitcom episodes, some passages may overlap with broader categories like satire or animated storytelling, and the content varies in tone and specific themes."
}
```


industrialists
entrepreneurs
business leaders
oil and gas
railroads
steel industry
banking
philanthropy
corporate founders
American Gilded Age
family businesses
urban development

American economic history
corporate history
railroad industry
philanthropy and foundations
urban development

```json
{
  "label": "American Industrialists and Business Leaders",
  "summary": "This cluster consists of biographical entries of prominent American industrialists, entrepreneurs, and business leaders from the 19th and early 20th centuries. These individuals were influential in various sectors such as steel, oil, banking, manufacturing, and philanthropy, often originating from wealthy or established families and contributing to major corporations and civic institutions.",
  "keywords": [
    "industrialists",
    "entrepreneurs",
    "business leaders",
    "oil and gas",
    "railroads",
    "steel industry",
    "banking",
    "philanthropy",
    "corporate founders",
    "American Gilded Age",
    "family businesses",
    "urban development"
  ],
  "neighboring_domains": [
    "American economic history",
    "corporate history",
    "railroad industry",
    "philanthropy and foundations",
    "urban development"
  ],
  "ambiguity_note": "While the cluster centers on business and industrial leadership, some entries include details about family lineage or personal life that may blur the focus slightly."
}
```


state park
lake recreation
fishing
camping
boating
RV hookups
hiking trails
watercraft rental
wildlife viewing
seasonal access
public beaches
trail systems

Outdoor recreation
Environmental conservation
Tourism and travel
Wildlife management
Water sports

```json
{
  "label": "State Park and Lake Recreation",
  "summary": "This cluster centers on state parks and recreational lakes, emphasizing activities such as fishing, boating, camping, and hiking. The passages describe natural and managed environments where visitors engage in water-based and land-based leisure, often with facilities for RVs, primitive camping, and seasonal access.",
  "keywords": [
    "state park",
    "lake recreation",
    "fishing",
    "camping",
    "boating",
    "RV hookups",
    "hiking trails",
    "watercraft rental",
    "wildlife viewing",
    "seasonal access",
    "public beaches",
    "trail systems"
  ],
  "neighboring_domains": [
    "Outdoor recreation",
    "Environmental conservation",
    "Tourism and travel",
    "Wildlife management",
    "Water sports"
  ],
  "ambiguity_note": "While the cluster is centered on recreational lakes and parks, some variation exists in the types of activities and management styles, ranging from highly developed facilities to more primitive, nature-focused areas."
}
```


hydroelectric power
dams
power generation
reservoirs
construction
irrigation
energy infrastructure
water management
electricity production
concrete-face rock-fill dams
gravity dams
run-of-the-river

renewable energy
civil engineering
water resource management
environmental impact
infrastructure development

```json
{
  "label": "Hydroelectric Dams and Power Plants",
  "summary": "This cluster focuses on large-scale hydroelectric dams and power plants, primarily in Asia and Africa, emphasizing their construction, capacity, and purposes such as power generation, irrigation, and flood control.",
  "keywords": [
    "hydroelectric power",
    "dams",
    "power generation",
    "reservoirs",
    "construction",
    "irrigation",
    "energy infrastructure",
    "water management",
    "electricity production",
    "concrete-face rock-fill dams",
    "gravity dams",
    "run-of-the-river"
  ],
  "neighboring_domains": [
    "renewable energy",
    "civil engineering",
    "water resource management",
    "environmental impact",
    "infrastructure development"
  ],
  "ambiguity_note": "While the cluster centers on hydroelectric infrastructure, some entries include additional purposes like tourism or irrigation, introducing slight thematic variation."
}
```


Tower of London
religious conflict
English history
Catholic Church
Protestant reformers
political imprisonment
monarchist vs. republican
religious persecution
Parliament
clerical figures
religious dissent
16th-century England

English Civil War
Church history in England
political imprisonment
religious reform movements
early modern European history

```json
{
  "label": "English Religious and Political Figures",
  "summary": "This cluster centers on historical English figures involved in religious and political conflicts, particularly during the 16th to 17th centuries. Many were associated with the Catholic Church, Protestant reformers, or Puritan movements, and some were imprisoned in the Tower of London or other facilities for their beliefs or political activities.",
  "keywords": [
    "Tower of London",
    "religious conflict",
    "English history",
    "Catholic Church",
    "Protestant reformers",
    "political imprisonment",
    "monarchist vs. republican",
    "religious persecution",
    "Parliament",
    "clerical figures",
    "religious dissent",
    "16th-century England"
  ],
  "neighboring_domains": [
    "English Civil War",
    "Church history in England",
    "political imprisonment",
    "religious reform movements",
    "early modern European history"
  ],
  "ambiguity_note": "While the cluster is centered on religious and political figures in English history, some variation exists in the specific roles and affiliations of the individuals, ranging from Catholic priests to Protestant dissenters and political actors."
}
```


Roman Catholic Church
Italian bishops
Cardinals
Papal legates
Ecclesiastical history
Papal conclaves
Dominican Order
Jesuits
Church hierarchy
Canonization
Religious orders
Italian clergy

European religious history
Catholic canon law
Medieval and Renaissance Italy
Papal administration
Christian saints and beatifications

```json
{
  "label": "Italian Catholic Bishops and Cardinals",
  "summary": "This cluster centers on notable Italian Roman Catholic bishops, cardinals, and ecclesiastical figures, particularly those active in the 15th to 19th centuries. It includes individuals who held significant roles in the Church hierarchy, such as bishops, papal legates, and participants in papal conclaves, often with connections to prominent popes and religious orders.",
  "keywords": [
    "Roman Catholic Church",
    "Italian bishops",
    "Cardinals",
    "Papal legates",
    "Ecclesiastical history",
    "Papal conclaves",
    "Dominican Order",
    "Jesuits",
    "Church hierarchy",
    "Canonization",
    "Religious orders",
    "Italian clergy"
  ],
  "neighboring_domains": [
    "European religious history",
    "Catholic canon law",
    "Medieval and Renaissance Italy",
    "Papal administration",
    "Christian saints and beatifications"
  ],
  "ambiguity_note": "While the cluster is centered on Catholic clergy, some entries overlap with broader religious or historical contexts, and a few individuals have connections to multiple domains such as education or diplomacy."
}
```


Scottish history
Edinburgh
biographies
historical figures
lawyers
ministers
engineers
academics
Royal Society of Edinburgh
Dean Cemetery
civil servants
family lineage

Scottish history
biography
academic and professional societies
civil engineering
religious history

```json
{
  "label": "Scottish Historical Figures",
  "summary": "This cluster consists of biographical passages about notable historical figures from Scotland, primarily from the 18th to early 20th centuries. The individuals are often associated with Edinburgh and include professionals such as lawyers, physicians, engineers, ministers, and academics, many of whom were members of learned societies or held public offices.",
  "keywords": [
    "Scottish history",
    "Edinburgh",
    "biographies",
    "historical figures",
    "lawyers",
    "ministers",
    "engineers",
    "academics",
    "Royal Society of Edinburgh",
    "Dean Cemetery",
    "civil servants",
    "family lineage"
  ],
  "neighboring_domains": [
    "Scottish history",
    "biography",
    "academic and professional societies",
    "civil engineering",
    "religious history"
  ],
  "ambiguity_note": "While the cluster centers on Scottish historical figures, the professions and roles vary widely, and some overlap with broader domains like religious history or civil engineering may introduce some thematic variation."
}
```


active sensing
echolocation
electroreception
animal navigation
tactile sensing
whiskers
infrared detection
bioluminescence
path integration
sensory feedback
corollary discharge
animal communication

animal cognition
neurobiology
evolutionary adaptations
collective animal behavior
sensory physiology

```json
{
  "label": "Active Sensory Systems in Animals",
  "summary": "This cluster focuses on active sensory systems in animals, including echolocation, electroreception, and tactile sensing, which involve self-generated signals to probe the environment. These systems are contrasted with passive ones and are used for navigation, communication, and detecting prey or obstacles.",
  "keywords": [
    "active sensing",
    "echolocation",
    "electroreception",
    "animal navigation",
    "tactile sensing",
    "whiskers",
    "infrared detection",
    "bioluminescence",
    "path integration",
    "sensory feedback",
    "corollary discharge",
    "animal communication"
  ],
  "neighboring_domains": [
    "animal cognition",
    "neurobiology",
    "evolutionary adaptations",
    "collective animal behavior",
    "sensory physiology"
  ],
  "ambiguity_note": "While the cluster centers on active sensory systems, some passages overlap with broader topics like animal communication and navigation, introducing some thematic overlap."
}
```


Academy Awards
Oscars
film awards
Best Picture
technical achievement awards
notable films
awards ceremonies
film recognition
Oscar winners
box office hits
television viewership
film directors

film history
entertainment industry
cultural events
movie criticism
awards and honors

```json
{
  "label": "Academy Awards and Film Recognition",
  "summary": "This cluster focuses on the Academy Awards (Oscars), including details about specific ceremonies, award winners, notable films, and related events such as the presentation of technical achievement awards. It highlights major films and their accolades, as well as the cultural and critical reception of these events.",
  "keywords": [
    "Academy Awards",
    "Oscars",
    "film awards",
    "Best Picture",
    "technical achievement awards",
    "notable films",
    "awards ceremonies",
    "film recognition",
    "Oscar winners",
    "box office hits",
    "television viewership",
    "film directors"
  ],
  "neighboring_domains": [
    "film history",
    "entertainment industry",
    "cultural events",
    "movie criticism",
    "awards and honors"
  ],
  "ambiguity_note": "While the cluster centers on the Academy Awards, some passages touch on related topics like the National Society of Film Critics and general film recognition, introducing slight thematic variation."
}
```


military uniforms
dress codes
ceremonial wear
branch distinctions
rank insignia
historical military attire
unit identification
military dress regulations
service uniforms
military cap badges
corps colors
formal military attire

military history
military rank systems
national defense forces
military symbolism
uniform design and fashion

```json
{
  "label": "Military Uniforms and Dress Codes",
  "summary": "This cluster focuses on the design, history, and usage of military uniforms across various countries and branches, including ceremonial wear, distinctions by rank and unit, and the evolution of dress codes over time.",
  "keywords": [
    "military uniforms",
    "dress codes",
    "ceremonial wear",
    "branch distinctions",
    "rank insignia",
    "historical military attire",
    "unit identification",
    "military dress regulations",
    "service uniforms",
    "military cap badges",
    "corps colors",
    "formal military attire"
  ],
  "neighboring_domains": [
    "military history",
    "military rank systems",
    "national defense forces",
    "military symbolism",
    "uniform design and fashion"
  ],
  "ambiguity_note": "While the cluster centers on military uniforms, some variation exists in the specific focus of individual passages, ranging from ceremonial wear to practical service dress and historical evolution."
}
```


Indian rivers
hydroelectric power
irrigation
water management
flood control
river basins
dams
tributaries
ecological concerns
water scarcity
interlinking projects
freshwater ecology

Environmental science
Civil engineering
Geography
Agricultural planning
Climate change

```json
{
  "label": "Indian Rivers and Water Resources",
  "summary": "This cluster focuses on rivers and water resources in India, emphasizing their roles in irrigation, hydroelectric power generation, flood control, and ecological concerns. It includes descriptions of major rivers, their tributaries, dams, and the socio-economic and environmental impacts of water management projects.",
  "keywords": [
    "Indian rivers",
    "hydroelectric power",
    "irrigation",
    "water management",
    "flood control",
    "river basins",
    "dams",
    "tributaries",
    "ecological concerns",
    "water scarcity",
    "interlinking projects",
    "freshwater ecology"
  ],
  "neighboring_domains": [
    "Environmental science",
    "Civil engineering",
    "Geography",
    "Agricultural planning",
    "Climate change"
  ],
  "ambiguity_note": "While the cluster centers on Indian rivers and water resources, some passages touch on broader topics like regional geography and cultural landmarks, introducing a degree of thematic variation."
}
```


Latin rock
rock en español
Latin Alternative
Spanish-language music
cumbia villera
reggaeton
salsa
Latin Grammy
funk and reggae fusion
Chilean music
Argentine rock
Mexican bands

World music
Pop music
Hip hop and reggae
Cultural anthropology
Music industry

```json
{
  "label": "Latin Rock and Music",
  "summary": "This cluster centers on Latin rock and related music genres, including artists, bands, and cultural movements from Spanish-speaking countries. It highlights the fusion of rock with traditional Latin rhythms, the evolution of Latin Alternative, and the international influence of Latin musicians.",
  "keywords": [
    "Latin rock",
    "rock en español",
    "Latin Alternative",
    "Spanish-language music",
    "cumbia villera",
    "reggaeton",
    "salsa",
    "Latin Grammy",
    "funk and reggae fusion",
    "Chilean music",
    "Argentine rock",
    "Mexican bands"
  ],
  "neighboring_domains": [
    "World music",
    "Pop music",
    "Hip hop and reggae",
    "Cultural anthropology",
    "Music industry"
  ],
  "ambiguity_note": "While the cluster is centered on Latin rock and related genres, some entries touch on broader Latin music styles and cultural movements, creating a slight overlap with other music domains."
}
```