compilation album
greatest hits
box set
reissue
music producer
record label
vinyl LP
track listing
liner notes
career highlights
pop music
rock and roll

music history
record production
pop culture
audio formats
artist discography

```json
{
  "label": "Music Compilation Albums",
  "summary": "This cluster centers on compilation albums spanning various genres and eras, often featuring the greatest hits or career highlights of notable artists. These albums are typically reissues or box sets, including liner notes, discographical information, and sometimes bonus tracks.",
  "keywords": [
    "compilation album",
    "greatest hits",
    "box set",
    "reissue",
    "music producer",
    "record label",
    "vinyl LP",
    "track listing",
    "liner notes",
    "career highlights",
    "pop music",
    "rock and roll"
  ],
  "neighboring_domains": [
    "music history",
    "record production",
    "pop culture",
    "audio formats",
    "artist discography"
  ],
  "ambiguity_note": "While the cluster is centered on compilation albums, some entries overlap with broader topics like individual artist careers or specific music genres, introducing some thematic variation."
}
```


African wildlife
national parks
endangered species
conservation
protected areas
biodiversity
elephants
chimpanzees
wildlife reserves
ecological conservation
African savanna
threatened mammals

Environmental conservation
Zoology
Ecology
Protected area management
Wildlife tourism

```json
{
  "label": "African Wildlife and Conservation",
  "summary": "This cluster focuses on wildlife and conservation efforts in African national parks, reserves, and protected areas, emphasizing biodiversity, endangered species, and ecological challenges.",
  "keywords": [
    "African wildlife",
    "national parks",
    "endangered species",
    "conservation",
    "protected areas",
    "biodiversity",
    "elephants",
    "chimpanzees",
    "wildlife reserves",
    "ecological conservation",
    "African savanna",
    "threatened mammals"
  ],
  "neighboring_domains": [
    "Environmental conservation",
    "Zoology",
    "Ecology",
    "Protected area management",
    "Wildlife tourism"
  ],
  "ambiguity_note": "Some passages include zoo or safari park descriptions, which slightly diverge from strictly wild conservation contexts."
}
```


historical figures
death
burial
biography
18th century
19th century
personal life
illness
cemetery
legacy
family
health

biography
medical history
British history
cultural history
death and mourning

```json
{
  "label": "Historical Figures and Their Deaths",
  "summary": "This cluster consists of biographical passages about historical individuals, primarily from the 18th to 19th centuries, detailing their lives, careers, and eventual deaths, often including burial locations and personal circumstances.",
  "keywords": ["historical figures", "death", "burial", "biography", "18th century", "19th century", "personal life", "illness", "cemetery", "legacy", "family", "health"],
  "neighboring_domains": ["biography", "medical history", "British history", "cultural history", "death and mourning"],
  "ambiguity_note": "While the cluster centers on historical figures and their deaths, some variation exists in the professions and contexts of the individuals described."
}
```


Romance languages
Vulgar Latin
language shift
dialectology
Eastern Romance
Italo-Western Romance
Ladin language
Mozarabic
language continuum
lexical evolution
linguistic substrata
historical linguistics

Indo-European languages
European cultural history
language policy and education
dialectology
Romance language literature

```json
{
  "label": "Romance Languages and Linguistic History",
  "summary": "This cluster focuses on the development, classification, and historical evolution of Romance languages, including their origins from Vulgar Latin, regional variations, and interactions with other linguistic and cultural influences in Europe.",
  "keywords": [
    "Romance languages",
    "Vulgar Latin",
    "language shift",
    "dialectology",
    "Eastern Romance",
    "Italo-Western Romance",
    "Ladin language",
    "Mozarabic",
    "language continuum",
    "lexical evolution",
    "linguistic substrata",
    "historical linguistics"
  ],
  "neighboring_domains": [
    "Indo-European languages",
    "European cultural history",
    "language policy and education",
    "dialectology",
    "Romance language literature"
  ],
  "ambiguity_note": "While the cluster centers on Romance languages, some passages touch on related Indo-European languages and historical substrata, introducing some thematic overlap with broader linguistic and cultural topics."
}
```


Italian football
Serie B
Lega Pro
player transfers
loan deals
co-ownership
Coppa Italia
promotion playoffs
youth academies
Serie A
Serie C2
football careers

European football leagues
sports management
professional sports transfers
youth sports development
football finance and ownership

```json
{
  "label": "Italian Football Players and Transfers",
  "summary": "This cluster focuses on Italian football players, primarily from the lower divisions, detailing their careers, transfers, loan deals, and participation in domestic leagues and cups such as Serie B, Lega Pro, and Coppa Italia.",
  "keywords": [
    "Italian football",
    "Serie B",
    "Lega Pro",
    "player transfers",
    "loan deals",
    "co-ownership",
    "Coppa Italia",
    "promotion playoffs",
    "youth academies",
    "Serie A",
    "Serie C2",
    "football careers"
  ],
  "neighboring_domains": [
    "European football leagues",
    "sports management",
    "professional sports transfers",
    "youth sports development",
    "football finance and ownership"
  ],
  "ambiguity_note": "While the cluster centers on Italian football players and transfers, some passages mention broader career moves or international clubs, introducing slight variation in focus."
}
```


French nobility
Counts of France
Medieval history
Crusades
Feudal lords
Viscounts
Toulousain nobility
Holy Land campaigns
Albigensian Crusade
Dynastic marriages
Church relations
Territorial conflicts

Medieval European history
French feudalism
Crusader states
Catharism and religious conflicts
Nobility in the Holy Roman Empire

```json
{
  "label": "Medieval French Nobility and Counts",
  "summary": "This cluster focuses on the lives and histories of various medieval French nobles, counts, and viscounts, detailing their territorial holdings, familial relationships, military campaigns, and political alliances. The content reflects the feudal structure of medieval France, including participation in crusades, conflicts with the crown, and interactions with the Church.",
  "keywords": [
    "French nobility",
    "Counts of France",
    "Medieval history",
    "Crusades",
    "Feudal lords",
    "Viscounts",
    "Toulousain nobility",
    "Holy Land campaigns",
    "Albigensian Crusade",
    "Dynastic marriages",
    "Church relations",
    "Territorial conflicts"
  ],
  "neighboring_domains": [
    "Medieval European history",
    "French feudalism",
    "Crusader states",
    "Catharism and religious conflicts",
    "Nobility in the Holy Roman Empire"
  ],
  "ambiguity_note": "While the cluster centers on French nobility, some overlap exists with broader European feudal systems and religious movements, particularly in the context of the Crusades and the Albigensian Crusade."
}
```


British colonial administration
governors
colonial territories
Caribbean
Africa
Windward Islands
Bahamas
Gambia
Trinidad and Tobago
Sierra Leone
colonial service
independence

British colonial history
Caribbean politics
African colonialism
Commonwealth governance
imperial administration

```json
{
  "label": "British Colonial Administrators",
  "summary": "This cluster focuses on British colonial administrators and governors who served in various territories across Africa, the Caribbean, and the Pacific during the 19th and early 20th centuries. It highlights their roles in governance, education, infrastructure, and the transition of colonies toward independence.",
  "keywords": [
    "British colonial administration",
    "governors",
    "colonial territories",
    "Caribbean",
    "Africa",
    "Windward Islands",
    "Bahamas",
    "Gambia",
    "Trinidad and Tobago",
    "Sierra Leone",
    "colonial service",
    "independence"
  ],
  "neighboring_domains": [
    "British colonial history",
    "Caribbean politics",
    "African colonialism",
    "Commonwealth governance",
    "imperial administration"
  ],
  "ambiguity_note": "While the cluster centers on British colonial administrators, some overlap exists with broader topics like Caribbean and African colonial history, and the transition to independence, which may blur the boundaries of the cluster."
}
```


Persian literature
Iranian poets
classical poetry
modern Iranian writers
cultural identity
Azerbaijani literature
Iranian cultural figures
literary journals
Shahnameh
Persian poetry
cultural suppression
Iranian diaspora

Azerbaijani culture
Middle Eastern literature
Iranian history
Poetic traditions
Cultural preservation

```json
{
  "label": "Persian and Iranian Literature",
  "summary": "This cluster centers on Persian and Iranian literature, including poets, writers, and cultural figures from Iran and the Iranian diaspora. It highlights classical and modern literary traditions, the influence of Persian poets, and the role of literature in expressing cultural identity and social issues.",
  "keywords": [
    "Persian literature",
    "Iranian poets",
    "classical poetry",
    "modern Iranian writers",
    "cultural identity",
    "Azerbaijani literature",
    "Iranian cultural figures",
    "literary journals",
    "Shahnameh",
    "Persian poetry",
    "cultural suppression",
    "Iranian diaspora"
  ],
  "neighboring_domains": [
    "Azerbaijani culture",
    "Middle Eastern literature",
    "Iranian history",
    "Poetic traditions",
    "Cultural preservation"
  ],
  "ambiguity_note": "The cluster includes some overlap with Azerbaijani literature and broader Middle Eastern literary traditions, reflecting the complex cultural intersections in Iranian literature."
}
```


racing driver
motorsport team
Formula Renault
British Formula 3
karting
racing championships
endurance racing
GT racing
racing circuits
driver career
FIA World Endurance Championship
one-make racing series

automotive sports
racing history
sports biographies
motorsport organizations
endurance racing

```json
{
  "label": "Racing Drivers and Teams",
  "summary": "This cluster focuses on professional racing drivers, motorsport teams, and related racing series, particularly in European and international circuits. It includes biographical details of drivers, their career achievements, and the teams and organizations they are associated with.",
  "keywords": [
    "racing driver",
    "motorsport team",
    "Formula Renault",
    "British Formula 3",
    "karting",
    "racing championships",
    "endurance racing",
    "GT racing",
    "racing circuits",
    "driver career",
    "FIA World Endurance Championship",
    "one-make racing series"
  ],
  "neighboring_domains": [
    "automotive sports",
    "racing history",
    "sports biographies",
    "motorsport organizations",
    "endurance racing"
  ],
  "ambiguity_note": "While the cluster centers on racing drivers and teams, some entries overlap with broader motorsport categories and may include mixed content such as karting, touring cars, and endurance racing."
}
```


socialist organizations
UK political groups
Labour Party
Trotskyist groups
anarcho-communism
revolutionary socialism
entryist tactics
political splits
left-wing movements
Marxist groups
anti-fascist campaigns
socialist newspapers

British Labour Party history
Communist movements in Europe
Anti-fascist activism
Political journalism and propaganda
Revolutionary left theory

```json
{
  "label": "UK Left-Wing Political Groups",
  "summary": "This cluster centers on various left-wing and socialist political organizations in the United Kingdom, spanning from the early 20th century to the late 20th century. These groups often emerged from splits within larger socialist or communist parties, and many engaged in activities such as publishing newspapers, participating in or influencing the Labour Party, and advocating for revolutionary or reformist socialist policies.",
  "keywords": [
    "socialist organizations",
    "UK political groups",
    "Labour Party",
    "Trotskyist groups",
    "anarcho-communism",
    "revolutionary socialism",
    "entryist tactics",
    "political splits",
    "left-wing movements",
    "Marxist groups",
    "anti-fascist campaigns",
    "socialist newspapers"
  ],
  "neighboring_domains": [
    "British Labour Party history",
    "Communist movements in Europe",
    "Anti-fascist activism",
    "Political journalism and propaganda",
    "Revolutionary left theory"
  ],
  "ambiguity_note": "While the cluster is centered on left-wing political groups in the UK, some entries overlap with broader anti-fascist or reformist movements, and the ideological boundaries between groups can be fluid or contested."
}
```


English moors
rivers
woodlands
geology
Sites of Special Scientific Interest
valleys
hills
Carboniferous limestone
peat bogs
ancient woodlands
upland grasslands
natural reserves

Ecology and conservation
British geography
Geological formations
National parks and protected areas
River systems

```json
{
  "label": "English Natural Landscapes and Geology",
  "summary": "This cluster focuses on natural landscapes and geological features in England, including moors, valleys, rivers, woodlands, and hills. It emphasizes the ecological and geological significance of these areas, often highlighting their status as Sites of Special Scientific Interest or Areas of Outstanding Natural Beauty.",
  "keywords": [
    "English moors",
    "rivers",
    "woodlands",
    "geology",
    "Sites of Special Scientific Interest",
    "valleys",
    "hills",
    "Carboniferous limestone",
    "peat bogs",
    "ancient woodlands",
    "upland grasslands",
    "natural reserves"
  ],
  "neighboring_domains": [
    "Ecology and conservation",
    "British geography",
    "Geological formations",
    "National parks and protected areas",
    "River systems"
  ],
  "ambiguity_note": "While the cluster centers on natural landscapes and geology in England, some passages overlap with broader themes like wildlife habitats and historical mining, introducing a degree of thematic variation."
}
```


Serbian nobility
Bosnian nobility
župa
Kosača family
Mrnjavčević family
medieval Serbia
Ottoman Empire
Ragusa
noble titles
Serbian Orthodox Church
Hungarian Kingdom
Bosnian Church

Balkan medieval history
Serbian medieval states
Ottoman conquest of the Balkans
Bosnian medieval history
Byzantine and Balkan relations

```json
{
  "label": "Medieval Serbian and Bosnian Nobility",
  "summary": "This cluster focuses on the medieval noble families, regions, and historical figures from Serbia and Bosnia, particularly during the 13th to 15th centuries. It includes descriptions of župas (counties), noble titles, and the political and military roles of prominent families such as the Kosača, Mrnjavčević, and Hrvatinić, as well as their interactions with neighboring powers like the Ottoman Empire, Hungary, and the Republic of Ragusa.",
  "keywords": [
    "Serbian nobility",
    "Bosnian nobility",
    "župa",
    "Kosača family",
    "Mrnjavčević family",
    "medieval Serbia",
    "Ottoman Empire",
    "Ragusa",
    "noble titles",
    "Serbian Orthodox Church",
    "Hungarian Kingdom",
    "Bosnian Church"
  ],
  "neighboring_domains": [
    "Balkan medieval history",
    "Serbian medieval states",
    "Ottoman conquest of the Balkans",
    "Bosnian medieval history",
    "Byzantine and Balkan relations"
  ],
  "ambiguity_note": "The cluster includes overlapping themes of Serbian and Bosnian nobility, with some ambiguity in the exact political affiliations and territorial boundaries of certain regions and families."
}
```


wealthy individuals
luxury properties
mansion owners
social elites
hotel history
celebrity residences
interior design
New York City
Beverly Hills
art and architecture
historical estates
social gatherings

Historical architecture
Celebrity culture
High society
Real estate history
Interior design

```json
{
  "label": "Wealthy Individuals and Their Properties",
  "summary": "This cluster centers on affluent individuals, their luxurious properties, and the social and cultural circles they inhabited. It includes descriptions of mansions, hotels, and estates, often associated with high society, entertainment, and historical figures.",
  "keywords": [
    "wealthy individuals",
    "luxury properties",
    "mansion owners",
    "social elites",
    "hotel history",
    "celebrity residences",
    "interior design",
    "New York City",
    "Beverly Hills",
    "art and architecture",
    "historical estates",
    "social gatherings"
  ],
  "neighboring_domains": [
    "Historical architecture",
    "Celebrity culture",
    "High society",
    "Real estate history",
    "Interior design"
  ],
  "ambiguity_note": "While the cluster is centered on wealthy individuals and their properties, some entries blur the line between personal residences, commercial properties, and cultural landmarks, creating a mix of overlapping themes."
}
```


mate choice
sexual selection
reproductive strategies
genetic compatibility
inbreeding avoidance
sperm competition
sexual dimorphism
speciation
behavioral ecology
population genetics
adaptive behavior
reinforcement

Evolutionary Biology
Behavioral Ecology
Population Genetics
Animal Behavior
Speciation Mechanisms

```json
{
  "label": "Reproductive Strategies and Evolution",
  "summary": "This cluster focuses on the evolutionary and ecological mechanisms underlying reproductive behaviors, including mate choice, sexual selection, alternative mating strategies, and the genetic and environmental factors influencing reproductive success and speciation.",
  "keywords": [
    "mate choice",
    "sexual selection",
    "reproductive strategies",
    "genetic compatibility",
    "inbreeding avoidance",
    "sperm competition",
    "sexual dimorphism",
    "speciation",
    "behavioral ecology",
    "population genetics",
    "adaptive behavior",
    "reinforcement"
  ],
  "neighboring_domains": [
    "Evolutionary Biology",
    "Behavioral Ecology",
    "Population Genetics",
    "Animal Behavior",
    "Speciation Mechanisms"
  ],
  "ambiguity_note": "While the cluster centers on reproductive strategies and evolution, some passages touch on broader ecological and genetic concepts, leading to slight thematic overlap with adjacent domains."
}
```


Summary: This cluster centers on notable historical figures in natural history, particularly ornithologists, entomologists, and zoologists who contributed to the classification and documentation of species. Many were involved in museum work, field expeditions, and the naming of species after themselves or their peers.

ornithology
zoology
naturalists
species classification
museum collections
bird taxonomy
entomology
scientific expeditions
biological specimens
historical scientists
taxonomic naming
conservation

museum curation
biological taxonomy
natural history exploration
conservation biology
historical science

While the cluster is centered on naturalists and their contributions, some overlap exists with broader domains like museum studies and conservation, and a few individuals have mixed expertise across disciplines.


MLB players
baseball games
pitching performance
home runs
no-hitters
playoff games
career milestones
inning highlights
strikeouts
team victories
inning appearances
batting averages

Sports statistics
Baseball history
Athlete biographies
Team performance analysis
Game highlights

```json
{
  "label": "Major League Baseball Players and Games",
  "summary": "This cluster focuses on Major League Baseball (MLB) players, their performances, and notable games. It includes details about individual achievements, game outcomes, and key moments in players' careers, such as no-hitters, home runs, and playoff performances.",
  "keywords": [
    "MLB players",
    "baseball games",
    "pitching performance",
    "home runs",
    "no-hitters",
    "playoff games",
    "career milestones",
    "inning highlights",
    "strikeouts",
    "team victories",
    "inning appearances",
    "batting averages"
  ],
  "neighboring_domains": [
    "Sports statistics",
    "Baseball history",
    "Athlete biographies",
    "Team performance analysis",
    "Game highlights"
  ],
  "ambiguity_note": "While the cluster centers on baseball, some passages overlap with broader sports performance or team dynamics, making the boundaries with related domains somewhat fluid."
}
```


Nebraska
towns
counties
villages
population
railroads
history
settlement
census
geography
incorporation
local landmarks

Midwestern U.S. history
American settlement patterns
railroad development
demographics
regional geography

```json
{
  "label": "Nebraska Towns and Counties",
  "summary": "This cluster contains information about various towns, villages, and counties in Nebraska, including their historical background, population statistics, geographic location, and notable features. The content reflects the settlement history, incorporation, and development of these communities, often tied to railroad expansion and local landmarks.",
  "keywords": ["Nebraska", "towns", "counties", "villages", "population", "railroads", "history", "settlement", "census", "geography", "incorporation", "local landmarks"],
  "neighboring_domains": ["Midwestern U.S. history", "American settlement patterns", "railroad development", "demographics", "regional geography"],
  "ambiguity_note": "While the cluster centers on Nebraska towns and counties, some entries overlap with broader topics like transportation history and regional demographics, creating a mix of specificity and general context."
}
```


Christian theology
Biblical passages
Salvation
Divine forgiveness
Trinitarianism
Apostasy
Prayer
Redemption
Temptation
Parables
Divine judgment
Moral teachings

Religious philosophy
Theological ethics
Comparative religion
Scriptural exegesis
Spiritual practices

```json
{
  "label": "Christian Theology and Doctrine",
  "summary": "This cluster centers on themes and concepts from Christian theology, including interpretations of scripture, doctrines of salvation, the nature of God, and moral teachings. It includes discussions of specific biblical passages, theological debates, and reflections on Christian practice and belief.",
  "keywords": [
    "Christian theology",
    "Biblical passages",
    "Salvation",
    "Divine forgiveness",
    "Trinitarianism",
    "Apostasy",
    "Prayer",
    "Redemption",
    "Temptation",
    "Parables",
    "Divine judgment",
    "Moral teachings"
  ],
  "neighboring_domains": [
    "Religious philosophy",
    "Theological ethics",
    "Comparative religion",
    "Scriptural exegesis",
    "Spiritual practices"
  ],
  "ambiguity_note": "While the cluster is centered on Christian theology, some passages touch on broader philosophical or interfaith themes, introducing a degree of conceptual overlap with adjacent domains."
}
```


German politics
Bundestag
CDU
SPD
Green Party
Die Linke
political leaders
government roles
coalition negotiations
party affiliations
public policy
political careers

European politics
Political science
Public administration
Social policy
Political history

```json
{
  "label": "German Political Figures",
  "summary": "This cluster consists of biographical and political information about prominent German politicians from various political parties, including their roles in government, party affiliations, and key policy positions.",
  "keywords": ["German politics", "Bundestag", "CDU", "SPD", "Green Party", "Die Linke", "political leaders", "government roles", "coalition negotiations", "party affiliations", "public policy", "political careers"],
  "neighboring_domains": ["European politics", "Political science", "Public administration", "Social policy", "Political history"],
  "ambiguity_note": "While the cluster centers on German political figures, some overlap exists with broader topics like European policy and social issues, particularly in the context of coalition negotiations and legislative actions."
}
```


railroads
Norfolk Southern
CSX Transportation
railway mergers
historical rail lines
regional railroads
railway acquisitions
Amtrak
railway operations
short line railroads
railway history
railway subsidiaries

transportation history
railway infrastructure
corporate mergers
regional economic development
Amtrak services

```json
{
  "label": "Historical U.S. Railroads",
  "summary": "This cluster contains information about various historical and regional railroad companies in the United States, including their operations, mergers, acquisitions, and eventual integration into larger systems like Norfolk Southern, CSX, and others.",
  "keywords": [
    "railroads",
    "Norfolk Southern",
    "CSX Transportation",
    "railway mergers",
    "historical rail lines",
    "regional railroads",
    "railway acquisitions",
    "Amtrak",
    "railway operations",
    "short line railroads",
    "railway history",
    "railway subsidiaries"
  ],
  "neighboring_domains": [
    "transportation history",
    "railway infrastructure",
    "corporate mergers",
    "regional economic development",
    "Amtrak services"
  ],
  "ambiguity_note": "Some passages mention both historical and modern operations, and a few include references to passenger services or related infrastructure, which may slightly blur the focus on freight railroads."
}
```


Islamic scholars
Sufism
Hadith
Shia Islam
Sunni Islam
genealogical lineages
Prophet Muhammad descendants
missionaries
jurisprudence
Fatimid Caliphate
hijrah
Sayyid families

Islamic history
Sufi traditions
Arab genealogy
Prophetic lineage studies
Fatimid and Zaidi sects

```json
{
  "label": "Islamic Scholars and Lineages",
  "summary": "This cluster centers on Islamic scholars, religious figures, and their genealogical lineages, particularly within the context of Sufism, Hadith, and Shia and Sunni traditions. It includes individuals known for their contributions to Islamic jurisprudence, missionary work, and spiritual leadership, often tracing their ancestry to prominent Islamic figures such as the Prophet Muhammad and his descendants.",
  "keywords": [
    "Islamic scholars",
    "Sufism",
    "Hadith",
    "Shia Islam",
    "Sunni Islam",
    "genealogical lineages",
    "Prophet Muhammad descendants",
    "missionaries",
    "jurisprudence",
    "Fatimid Caliphate",
    "hijrah",
    "Sayyid families"
  ],
  "neighboring_domains": [
    "Islamic history",
    "Sufi traditions",
    "Arab genealogy",
    "Prophetic lineage studies",
    "Fatimid and Zaidi sects"
  ],
  "ambiguity_note": "Some passages overlap with regional or tribal histories, and a few figures are associated with multiple Islamic traditions, creating some thematic overlap with broader historical and genealogical domains."
}
```


museums
cultural institutions
collections
exhibitions
art
ethnography
natural history
archaeology
educational programs
heritage preservation
museum history
public collections

cultural heritage
art history
anthropology
museum studies
public education

```json
{
  "label": "Museums and Cultural Institutions",
  "summary": "This cluster centers on museums and cultural institutions, including their collections, exhibitions, educational programs, and historical development. It covers a wide range of museum types, such as ethnographic, natural history, art, and archaeological museums, and highlights their roles in preserving and presenting cultural and scientific heritage.",
  "keywords": [
    "museums",
    "cultural institutions",
    "collections",
    "exhibitions",
    "art",
    "ethnography",
    "natural history",
    "archaeology",
    "educational programs",
    "heritage preservation",
    "museum history",
    "public collections"
  ],
  "neighboring_domains": [
    "cultural heritage",
    "art history",
    "anthropology",
    "museum studies",
    "public education"
  ],
  "ambiguity_note": "While the cluster is centered on museums and cultural institutions, some variation exists in the specific focus areas, such as art, archaeology, or natural history, which may overlap with other domains."
}
```


English contract law
equity
privity
consideration
frustration
exclusion clauses
unfair terms
tortious liability
passing off
promissory estoppel
non est factum
judicial interpretation

Commercial law
Tort law
Trust law
Consumer protection law
Equitable remedies

```json
{
  "label": "English Contract and Equity Law",
  "summary": "This cluster centers on key legal principles and landmark cases in English contract and equity law, including doctrines such as privity, frustration, consideration, and equitable remedies. It explores how courts interpret and apply these principles in disputes involving contractual obligations, liability, and fairness.",
  "keywords": [
    "English contract law",
    "equity",
    "privity",
    "consideration",
    "frustration",
    "exclusion clauses",
    "unfair terms",
    "tortious liability",
    "passing off",
    "promissory estoppel",
    "non est factum",
    "judicial interpretation"
  ],
  "neighboring_domains": [
    "Commercial law",
    "Tort law",
    "Trust law",
    "Consumer protection law",
    "Equitable remedies"
  ],
  "ambiguity_note": "While the cluster is centered on contract and equity law, some cases touch on overlapping areas like tort and trust law, introducing a degree of thematic overlap and complexity."
}
```


The Simpsons
animated sitcom
episode summaries
cultural references
satire
TV show reviews
Homer Simpson
season finales
parody
TV production
comedy
episode ratings

Television history
Animated series
Satirical comedy
Cultural commentary
TV show production

```json
{
  "label": "The Simpsons Episodes",
  "summary": "This cluster consists of passages describing specific episodes of the long-running animated television series 'The Simpsons.' The content includes episode titles, plot summaries, cultural references, critical reception, and production details, highlighting the show's humor, satire, and recurring themes.",
  "keywords": [
    "The Simpsons",
    "animated sitcom",
    "episode summaries",
    "cultural references",
    "satire",
    "TV show reviews",
    "Homer Simpson",
    "season finales",
    "parody",
    "TV production",
    "comedy",
    "episode ratings"
  ],
  "neighboring_domains": [
    "Television history",
    "Animated series",
    "Satirical comedy",
    "Cultural commentary",
    "TV show production"
  ],
  "ambiguity_note": "While the cluster is centered on 'The Simpsons' episodes, some variation exists in the level of detail and focus, ranging from plot summaries to critical reception and cultural impact."
}
```


poisoning
toxins
pesticides
neurotoxins
chemical weapons
organophosphates
mycotoxins
acute toxicity
herbicides
insecticides
toxic effects
biocides

Environmental Health
Pharmacology
Toxicology
Chemical Safety
Public Health

```json
{
  "label": "Toxic Substances and Poisoning",
  "summary": "This cluster focuses on various toxic substances, their mechanisms of action, effects on organisms, and associated poisoning symptoms. It includes discussions on pesticides, chemical weapons, natural toxins, and related health impacts.",
  "keywords": [
    "poisoning",
    "toxins",
    "pesticides",
    "neurotoxins",
    "chemical weapons",
    "organophosphates",
    "mycotoxins",
    "acute toxicity",
    "herbicides",
    "insecticides",
    "toxic effects",
    "biocides"
  ],
  "neighboring_domains": [
    "Environmental Health",
    "Pharmacology",
    "Toxicology",
    "Chemical Safety",
    "Public Health"
  ],
  "ambiguity_note": "While the cluster centers on toxic substances and poisoning, some passages touch on related areas like homeopathy and self-medication in animals, introducing some thematic variation."
}
```


Indian athletes
Commonwealth Games
Asian Games
GoSports Foundation
Kabaddi
Archery
boxing
wrestling
badminton
sports academies
Olympic medals
Paralympics

Olympic sports
Indian sports history
Athlete development programs
National sports federations
Regional sports in India

```json
{
  "label": "Indian Sports and Athletes",
  "summary": "This cluster focuses on sports in India, highlighting athletes, competitions, and organizations that support sporting excellence. It includes information on notable athletes, their achievements, and the role of institutions and foundations in promoting sports at national and international levels.",
  "keywords": [
    "Indian athletes",
    "Commonwealth Games",
    "Asian Games",
    "GoSports Foundation",
    "Kabaddi",
    "Archery",
    "boxing",
    "wrestling",
    "badminton",
    "sports academies",
    "Olympic medals",
    "Paralympics"
  ],
  "neighboring_domains": [
    "Olympic sports",
    "Indian sports history",
    "Athlete development programs",
    "National sports federations",
    "Regional sports in India"
  ],
  "ambiguity_note": "While the cluster centers on Indian sports and athletes, some passages mention broader topics like local infrastructure or unrelated community activities, introducing minor thematic variation."
}
```


Ireland
villages
towns
parishes
geography
River Shannon
historical sites
civil parishes
local landmarks
county boundaries
cultural heritage
Irish names

Irish history
European geography
Cultural landmarks
River systems
Local governance

```json
{
  "label": "Irish Towns and Villages",
  "summary": "This cluster consists of descriptions of various towns, villages, and parishes in Ireland, focusing on their geographical locations, historical significance, and local features such as rivers, lakes, and cultural landmarks.",
  "keywords": [
    "Ireland",
    "villages",
    "towns",
    "parishes",
    "geography",
    "River Shannon",
    "historical sites",
    "civil parishes",
    "local landmarks",
    "county boundaries",
    "cultural heritage",
    "Irish names"
  ],
  "neighboring_domains": [
    "Irish history",
    "European geography",
    "Cultural landmarks",
    "River systems",
    "Local governance"
  ],
  "ambiguity_note": "Some entries overlap with broader topics like historical sites and river systems, and the cluster includes both coastal and inland locations, making the boundaries somewhat fluid."
}
```


tobacco control
nicotine marketing
smoking cessation
health warnings
tobacco advertising
harm reduction
public health campaigns
secondhand smoke
cigarette regulation
graphic warnings
youth smoking
tobacco industry

Public health policy
Consumer product regulation
Addiction and substance use
Health communication
Environmental health

```json
{
  "label": "Tobacco and Nicotine Regulation",
  "summary": "This cluster focuses on the regulation, marketing, and health impacts of tobacco and nicotine products, including efforts to reduce smoking through policy, public health campaigns, and harm reduction strategies.",
  "keywords": [
    "tobacco control",
    "nicotine marketing",
    "smoking cessation",
    "health warnings",
    "tobacco advertising",
    "harm reduction",
    "public health campaigns",
    "secondhand smoke",
    "cigarette regulation",
    "graphic warnings",
    "youth smoking",
    "tobacco industry"
  ],
  "neighboring_domains": [
    "Public health policy",
    "Consumer product regulation",
    "Addiction and substance use",
    "Health communication",
    "Environmental health"
  ],
  "ambiguity_note": "The cluster includes overlapping themes such as tobacco harm reduction, nicotine marketing, and public health interventions, which may blur the boundaries with related domains like addiction and consumer behavior."
}
```


NHL players
ice hockey careers
draft history
professional hockey
team affiliations
free agency
junior hockey
AHL
KHL
college hockey
contract signings
career transitions

sports biographies
hockey leagues
athletic career development
sports contracts and negotiations
minor league hockey

```json
{
  "label": "NHL Players and Careers",
  "summary": "This cluster focuses on professional ice hockey players, primarily from Canada, who have played in the National Hockey League (NHL) and other international leagues. It includes details about their careers, draft history, team affiliations, and transitions between leagues.",
  "keywords": [
    "NHL players",
    "ice hockey careers",
    "draft history",
    "professional hockey",
    "team affiliations",
    "free agency",
    "junior hockey",
    "AHL",
    "KHL",
    "college hockey",
    "contract signings",
    "career transitions"
  ],
  "neighboring_domains": [
    "sports biographies",
    "hockey leagues",
    "athletic career development",
    "sports contracts and negotiations",
    "minor league hockey"
  ],
  "ambiguity_note": "While the cluster centers on NHL players, some entries include players in international leagues or have mixed career paths, which may blur the focus slightly."
}
```


military leaders
South American independence
civil wars
federalist vs. unitarian conflicts
Peruvian military
Argentine caudillos
Central American politics
revolutionary movements
battle descriptions
political governance
military strategies
regional conflicts

Latin American history
19th-century military history
political revolutions
confederate and centralist movements
South American independence

```json
{
  "label": "South American Military Leaders and Conflicts",
  "summary": "This cluster centers on military leaders and political figures from 19th-century South America, particularly in Argentina, Peru, and Central America, who were involved in independence movements, civil wars, and regional conflicts. It includes descriptions of their roles in battles, political upheavals, and the establishment of new governments.",
  "keywords": [
    "military leaders",
    "South American independence",
    "civil wars",
    "federalist vs. unitarian conflicts",
    "Peruvian military",
    "Argentine caudillos",
    "Central American politics",
    "revolutionary movements",
    "battle descriptions",
    "political governance",
    "military strategies",
    "regional conflicts"
  ],
  "neighboring_domains": [
    "Latin American history",
    "19th-century military history",
    "political revolutions",
    "confederate and centralist movements",
    "South American independence"
  ],
  "ambiguity_note": "While the cluster is centered on military and political figures in South America, some passages overlap with broader themes of governance and regional autonomy, creating a mix of military and political content."
}
```


philanthropy
foundations
charitable giving
health care
education reform
nonprofit organizations
donor intent
social impact
grants
public policy
conservative causes
progressive causes

Healthcare Policy
Education Reform
Nonprofit Management
Public Policy
Social Welfare

```json
{
  "label": "Philanthropy and Foundations",
  "summary": "This cluster centers on philanthropy and charitable foundations, focusing on their roles in funding health, education, social causes, and public policy. It includes descriptions of major foundations, their funding priorities, and the impact of individual donors and their giving strategies.",
  "keywords": [
    "philanthropy",
    "foundations",
    "charitable giving",
    "health care",
    "education reform",
    "nonprofit organizations",
    "donor intent",
    "social impact",
    "grants",
    "public policy",
    "conservative causes",
    "progressive causes"
  ],
  "neighboring_domains": [
    "Healthcare Policy",
    "Education Reform",
    "Nonprofit Management",
    "Public Policy",
    "Social Welfare"
  ],
  "ambiguity_note": "While the cluster is centered on philanthropy and foundations, some entries touch on political causes or specific diseases, introducing a degree of thematic variation."
}
```


Quebec education
CEGEP
school boards
French-language schools
English-language schools
Montreal schools
Commission scolaire
secondary education
public schools
Quebec City schools
educational reforms
post-secondary education

Provincial education policy
Bilingual education
Canadian school systems
Historical education institutions
Public administration in Quebec

```json
{
  "label": "Quebec Education System",
  "summary": "This cluster focuses on the structure and institutions of the education system in Quebec, particularly the French and English-language school boards, CEGEPs (colleges), and secondary schools. It highlights administrative changes, educational programs, and historical developments in Quebec's public and private educational institutions.",
  "keywords": [
    "Quebec education",
    "CEGEP",
    "school boards",
    "French-language schools",
    "English-language schools",
    "Montreal schools",
    "Commission scolaire",
    "secondary education",
    "public schools",
    "Quebec City schools",
    "educational reforms",
    "post-secondary education"
  ],
  "neighboring_domains": [
    "Provincial education policy",
    "Bilingual education",
    "Canadian school systems",
    "Historical education institutions",
    "Public administration in Quebec"
  ],
  "ambiguity_note": "While the cluster centers on Quebec's education system, some passages overlap with broader topics like historical institutions and regional governance, introducing slight thematic variation."
}
```


wildlife sanctuary
biodiversity
tiger
deciduous forest
endangered species
Indian python
flora and fauna
conservation
ecosystem
protected area
mammals
bird species

ecology and conservation
Indian geography
zoology
national parks
environmental science

```json
{
  "label": "Indian Wildlife Sanctuaries and Biodiversity",
  "summary": "This cluster focuses on wildlife sanctuaries and conservation areas in India, emphasizing their biodiversity, flora, and fauna. It includes descriptions of various protected regions, their ecosystems, and the species they support, such as tigers, leopards, elephants, and endemic birds and reptiles.",
  "keywords": [
    "wildlife sanctuary",
    "biodiversity",
    "tiger",
    "deciduous forest",
    "endangered species",
    "Indian python",
    "flora and fauna",
    "conservation",
    "ecosystem",
    "protected area",
    "mammals",
    "bird species"
  ],
  "neighboring_domains": [
    "ecology and conservation",
    "Indian geography",
    "zoology",
    "national parks",
    "environmental science"
  ],
  "ambiguity_note": "While the cluster centers on Indian wildlife sanctuaries, some passages touch on broader conservation efforts or regional tourism, introducing slight thematic variation."
}
```


music production
songwriting
record producers
pop music
R&B
hit songs
collaborations
music industry
songwriting credits
artist development
studio production
chart-topping tracks

pop music history
R&B music production
hip-hop music industry
artist management
music publishing

```json
{
  "label": "Music Producers and Songwriters",
  "summary": "This cluster focuses on prominent music producers and songwriters who have contributed to major hits across various genres, including pop, R&B, and hip-hop. It highlights their careers, notable collaborations, and influential tracks.",
  "keywords": [
    "music production",
    "songwriting",
    "record producers",
    "pop music",
    "R&B",
    "hit songs",
    "collaborations",
    "music industry",
    "songwriting credits",
    "artist development",
    "studio production",
    "chart-topping tracks"
  ],
  "neighboring_domains": [
    "pop music history",
    "R&B music production",
    "hip-hop music industry",
    "artist management",
    "music publishing"
  ],
  "ambiguity_note": "While the cluster centers on music producers and songwriters, some entries include brief mentions of artists or bands, which may slightly blur the focus."
}
```


Indian towns
village descriptions
religious sites
geographical features
local markets
historical landmarks
transportation routes
community life
agriculture
temples
cultural festivals
regional geography

Indian regional geography
religious tourism in India
rural Indian communities
historical sites in India
transportation infrastructure in India

```json
{
  "label": "Small Indian Towns and Villages",
  "summary": "This cluster consists of descriptions of small towns and villages in India, primarily in the states of Maharashtra, Rajasthan, and Gujarat. The passages highlight local geography, religious sites, historical landmarks, transportation routes, and community characteristics.",
  "keywords": [
    "Indian towns",
    "village descriptions",
    "religious sites",
    "geographical features",
    "local markets",
    "historical landmarks",
    "transportation routes",
    "community life",
    "agriculture",
    "temples",
    "cultural festivals",
    "regional geography"
  ],
  "neighboring_domains": [
    "Indian regional geography",
    "religious tourism in India",
    "rural Indian communities",
    "historical sites in India",
    "transportation infrastructure in India"
  ],
  "ambiguity_note": "While the cluster centers on small Indian towns and villages, some passages include more detailed historical or religious content, leading to slight thematic variation."
}
```


Chinese Communist Party
Cultural Revolution
Politburo Standing Committee
Mao Zedong
Deng Xiaoping
Red Army
Public Security
Political purges
Party leadership
Revolutionary history
Central Committee
Military commanders

Modern Chinese history
Communist movements
Political repression
Chinese military history
Post-Mao reforms

```json
{
  "label": "Chinese Communist Party Political Figures",
  "summary": "This cluster centers on prominent individuals within the Chinese Communist Party, particularly those who held high-ranking political and military positions from the mid-20th century through the 21st century. Many of these figures were involved in major historical events such as the Cultural Revolution, the Long March, and post-Mao political reforms, and their careers often reflect the shifting dynamics of power and ideology within the party.",
  "keywords": [
    "Chinese Communist Party",
    "Cultural Revolution",
    "Politburo Standing Committee",
    "Mao Zedong",
    "Deng Xiaoping",
    "Red Army",
    "Public Security",
    "Political purges",
    "Party leadership",
    "Revolutionary history",
    "Central Committee",
    "Military commanders"
  ],
  "neighboring_domains": [
    "Modern Chinese history",
    "Communist movements",
    "Political repression",
    "Chinese military history",
    "Post-Mao reforms"
  ],
  "ambiguity_note": "While the cluster is centered on CCP political figures, some entries touch on broader historical events or include individuals with mixed political roles, which may introduce some thematic overlap with adjacent domains."
}
```


Australian Army
World War II
Pacific Theater
RAAF
Commando units
Netherlands East Indies
Borneo Campaign
New Guinea
Naval operations
Allied logistics
Japanese invasion
Military history

Pacific Theater of World War II
Australian military history
Allied military operations
Southeast Asian military campaigns
Commando warfare

```json
{
  "label": "Australian Military in World War II",
  "summary": "This cluster focuses on the military history of Australia during World War II, particularly its involvement in the Pacific and Southeast Asia. It includes details about Australian Army and RAAF operations, commando units, naval activities, and key campaigns such as those in New Guinea, Borneo, and the Netherlands East Indies.",
  "keywords": [
    "Australian Army",
    "World War II",
    "Pacific Theater",
    "RAAF",
    "Commando units",
    "Netherlands East Indies",
    "Borneo Campaign",
    "New Guinea",
    "Naval operations",
    "Allied logistics",
    "Japanese invasion",
    "Military history"
  ],
  "neighboring_domains": [
    "Pacific Theater of World War II",
    "Australian military history",
    "Allied military operations",
    "Southeast Asian military campaigns",
    "Commando warfare"
  ],
  "ambiguity_note": "While the cluster centers on Australian military activities during World War II, some passages touch on overlapping themes such as naval logistics and commando operations, which may blur the boundaries with related domains."
}
```


high school sports
state championships
athletic teams
track and field
soccer
basketball
volleyball
regional competitions
sports history
team success
championship wins
school athletics

school history
sports competitions
educational institutions
youth sports
regional sports leagues

```json
{
  "label": "High School Athletic Achievements",
  "summary": "This cluster focuses on the athletic accomplishments of various high schools, highlighting state and regional championships across multiple sports such as soccer, basketball, track, and volleyball. It emphasizes successful teams, notable wins, and historical sports achievements.",
  "keywords": ["high school sports", "state championships", "athletic teams", "track and field", "soccer", "basketball", "volleyball", "regional competitions", "sports history", "team success", "championship wins", "school athletics"],
  "neighboring_domains": ["school history", "sports competitions", "educational institutions", "youth sports", "regional sports leagues"],
  "ambiguity_note": "While the cluster centers on high school athletic achievements, some passages also mention academic or non-sporting activities, introducing slight thematic variation."
}
```


film score
soundtrack
movie music
composers
original score
film music
soundtrack album
cinematic music
film composer
movie theme
orchestral score
soundtrack composition

Cinematic arts
Music composition
Film history
Popular music
Audio production

```json
{
  "label": "Film Soundtracks and Scores",
  "summary": "This cluster focuses on film soundtracks and scores, including discussions of composers, specific film scores, and the impact of music on cinematic storytelling. It covers a range of genres and styles, from classical orchestral scores to modern remixes and thematic compositions.",
  "keywords": [
    "film score",
    "soundtrack",
    "movie music",
    "composers",
    "original score",
    "film music",
    "soundtrack album",
    "cinematic music",
    "film composer",
    "movie theme",
    "orchestral score",
    "soundtrack composition"
  ],
  "neighboring_domains": [
    "Cinematic arts",
    "Music composition",
    "Film history",
    "Popular music",
    "Audio production"
  ],
  "ambiguity_note": "While the cluster centers on film soundtracks, some entries touch on broader music production or film theory, introducing slight thematic variation."
}
```


basketball players
college basketball
NBA
coaches
athletic directors
professional sports
sports biographies
basketball history
college teams
sports careers
American sports
basketball achievements

sports history
college athletics
professional sports leagues
biographies of athletes
team sports coaching

```json
{
  "label": "American Basketball Players and Coaches",
  "summary": "This cluster contains biographical information about American basketball players and coaches, focusing on their careers in college and professional basketball, including notable achievements, teams, and contributions to the sport.",
  "keywords": [
    "basketball players",
    "college basketball",
    "NBA",
    "coaches",
    "athletic directors",
    "professional sports",
    "sports biographies",
    "basketball history",
    "college teams",
    "sports careers",
    "American sports",
    "basketball achievements"
  ],
  "neighboring_domains": [
    "sports history",
    "college athletics",
    "professional sports leagues",
    "biographies of athletes",
    "team sports coaching"
  ],
  "ambiguity_note": "While the cluster centers on basketball players and coaches, some entries include brief mentions of other sports or roles, introducing minor thematic variation."
}
```


Gunfight at the O.K. Corral
Wyatt Earp
Virgil Earp
Morgan Earp
Doc Holliday
Old West lawmen
Cochise County Cowboys
Billy the Kid
Outlaw conflicts
Sheriff and marshal confrontations
West Texas and Arizona
19th-century frontier justice

American frontier history
Wild West crime and justice
19th-century U.S. law enforcement
Cattle ranching and range wars
Famous American outlaws

```json
{
  "label": "Old West Gunfights and Lawmen",
  "summary": "This cluster centers on notable gunfights, law enforcement figures, and outlaws in the American Old West, particularly in the late 19th century. It includes events like the Gunfight at the O.K. Corral, the roles of the Earp brothers, and various conflicts involving sheriffs, marshals, and notorious criminals.",
  "keywords": [
    "Gunfight at the O.K. Corral",
    "Wyatt Earp",
    "Virgil Earp",
    "Morgan Earp",
    "Doc Holliday",
    "Old West lawmen",
    "Cochise County Cowboys",
    "Billy the Kid",
    "Outlaw conflicts",
    "Sheriff and marshal confrontations",
    "West Texas and Arizona",
    "19th-century frontier justice"
  ],
  "neighboring_domains": [
    "American frontier history",
    "Wild West crime and justice",
    "19th-century U.S. law enforcement",
    "Cattle ranching and range wars",
    "Famous American outlaws"
  ],
  "ambiguity_note": "While the cluster is centered on Old West gunfights and lawmen, some entries touch on related but distinct themes such as cattle rustling and political corruption, which may introduce some overlap with adjacent domains."
}
```


American authors
historical fiction
Southern literature
Appalachian writers
pseudonyms
regional themes
short stories
literary works
women writers
educational publishing
19th-century literature
20th-century novels

Southern history and culture
American regionalism
women's writing
historical fiction
educational literature

```json
{
  "label": "American Literature and Authors",
  "summary": "This cluster centers on American authors and literary figures, particularly those writing in the 19th and 20th centuries, with a focus on novels, short stories, and historical fiction. Many of the authors are associated with regional themes, including the South, Appalachia, and the West, and some wrote under pseudonyms or contributed to educational and cultural publications.",
  "keywords": [
    "American authors",
    "historical fiction",
    "Southern literature",
    "Appalachian writers",
    "pseudonyms",
    "regional themes",
    "short stories",
    "literary works",
    "women writers",
    "educational publishing",
    "19th-century literature",
    "20th-century novels"
  ],
  "neighboring_domains": [
    "Southern history and culture",
    "American regionalism",
    "women's writing",
    "historical fiction",
    "educational literature"
  ],
  "ambiguity_note": "While the cluster is centered on American literature, some entries overlap with educational publishing, historical nonfiction, and biographical works, creating a degree of thematic overlap with adjacent domains."
}
```


naval warfare
ship sinking
U-boat attacks
destroyer battles
rescue operations
torpedo damage
combat casualties
lifeboat rescues
naval explosions
shipwreck aftermath
anti-aircraft fire
warship damage

World War II naval history
military ship operations
disaster response at sea
submarine warfare
naval engineering and damage control

```json
{
  "label": "Naval Ship Sinking and Combat Incidents",
  "summary": "This cluster contains detailed accounts of naval ship sinkings, combat engagements, and rescue operations during wartime, focusing on the destruction of vessels, crew casualties, and emergency responses.",
  "keywords": [
    "naval warfare",
    "ship sinking",
    "U-boat attacks",
    "destroyer battles",
    "rescue operations",
    "torpedo damage",
    "combat casualties",
    "lifeboat rescues",
    "naval explosions",
    "shipwreck aftermath",
    "anti-aircraft fire",
    "warship damage"
  ],
  "neighboring_domains": [
    "World War II naval history",
    "military ship operations",
    "disaster response at sea",
    "submarine warfare",
    "naval engineering and damage control"
  ],
  "ambiguity_note": "While the cluster centers on naval ship sinkings and combat, some passages describe post-sinking rescue efforts or damage control, introducing a slight overlap with maritime disaster response themes."
}
```


American Civil War
Union Army
Confederate States Army
volunteer soldiers
draft resistance
border states
secession
military strategy
Emancipation Proclamation
Unionists
Confederate Congress
military manpower

American history
military history
political history
slavery and abolition
Civil War battles and campaigns

```json
{
  "label": "American Civil War military and political dynamics",
  "summary": "This cluster focuses on the military and political developments during the American Civil War, particularly the formation and operations of the Union and Confederate armies, the role of volunteers and conscription, and the internal divisions within border states.",
  "keywords": [
    "American Civil War",
    "Union Army",
    "Confederate States Army",
    "volunteer soldiers",
    "draft resistance",
    "border states",
    "secession",
    "military strategy",
    "Emancipation Proclamation",
    "Unionists",
    "Confederate Congress",
    "military manpower"
  ],
  "neighboring_domains": [
    "American history",
    "military history",
    "political history",
    "slavery and abolition",
    "Civil War battles and campaigns"
  ],
  "ambiguity_note": "While the cluster centers on the American Civil War, some passages touch on related themes like political movements and regional divisions, which may blur the focus slightly."
}
```


actress
film performance
critic reviews
character portrayal
feminine roles
acting career
public perception
age and acting
media representation
theatrical style
gender dynamics
acting challenges

film criticism
actress biographies
gender in media
theater and performance
celebrity culture

```json
{
  "label": "Female Actresses and Their Roles",
  "summary": "This cluster centers on female actresses and their portrayals in film and television, with a focus on critical reception, character dynamics, and the challenges or controversies surrounding their performances. The passages highlight a range of roles, from comedic and dramatic to controversial or risqué, and often include commentary on the actors' personal styles, aging, and public perception.",
  "keywords": [
    "actress",
    "film performance",
    "critic reviews",
    "character portrayal",
    "feminine roles",
    "acting career",
    "public perception",
    "age and acting",
    "media representation",
    "theatrical style",
    "gender dynamics",
    "acting challenges"
  ],
  "neighboring_domains": [
    "film criticism",
    "actress biographies",
    "gender in media",
    "theater and performance",
    "celebrity culture"
  ],
  "ambiguity_note": "While the cluster is centered on female actresses and their roles, some passages touch on broader themes like aging, gender expectations, and media representation, which may overlap with adjacent domains."
}
```


punk rock
hardcore punk
independent record labels
DIY music scene
ska
reggae
alternative rock
underground music
no wave
pop punk
music festivals
fanzines

music history
subcultural movements
regional music scenes
music production and distribution
rock and roll culture

```json
{
  "label": "Punk and Alternative Music Scene",
  "summary": "This cluster centers on punk rock and related alternative music genres, including hardcore punk, ska, reggae, and experimental rock. It features independent record labels, influential bands, and cultural movements from the 1970s through the 2000s, with a focus on underground and DIY music scenes.",
  "keywords": [
    "punk rock",
    "hardcore punk",
    "independent record labels",
    "DIY music scene",
    "ska",
    "reggae",
    "alternative rock",
    "underground music",
    "no wave",
    "pop punk",
    "music festivals",
    "fanzines"
  ],
  "neighboring_domains": [
    "music history",
    "subcultural movements",
    "regional music scenes",
    "music production and distribution",
    "rock and roll culture"
  ],
  "ambiguity_note": "While the cluster is centered on punk and alternative music, some entries touch on broader rock genres or related cultural aspects, creating a slight overlap with adjacent domains."
}
```


British comedy
radio shows
television sketches
comedy personalities
Monty Python
The Goodies
The Two Ronnies
satirical humor
celebrity parodies
comedy history
radio comedy
TV panel shows

British television history
stand-up comedy
radio broadcasting
satirical media
entertainment industry

```json
{
  "label": "British Comedy Shows and Personalities",
  "summary": "This cluster centers on British comedy, including radio and television shows, notable comedians, and recurring characters. It highlights the history and evolution of British humor through various formats and performers.",
  "keywords": [
    "British comedy",
    "radio shows",
    "television sketches",
    "comedy personalities",
    "Monty Python",
    "The Goodies",
    "The Two Ronnies",
    "satirical humor",
    "celebrity parodies",
    "comedy history",
    "radio comedy",
    "TV panel shows"
  ],
  "neighboring_domains": [
    "British television history",
    "stand-up comedy",
    "radio broadcasting",
    "satirical media",
    "entertainment industry"
  ],
  "ambiguity_note": "While the cluster is centered on British comedy, some entries overlap with broader entertainment and media history, making the boundaries somewhat fluid."
}
```


military decorations
service awards
medals
gallantry
devotion to duty
long service
military ribbons
military honors
military medals
military valor
military commendations
military service recognition

military history
national honors systems
military rank and insignia
public service awards
military uniforms and regalia

```json
{
  "label": "Military Decorations and Service Awards",
  "summary": "This cluster focuses on military decorations and service awards, including medals and ribbons given to military personnel for acts of gallantry, exceptional devotion to duty, long-term service, and meritorious conduct. It covers the design, criteria, and historical context of various awards across different countries and military traditions.",
  "keywords": [
    "military decorations",
    "service awards",
    "medals",
    "gallantry",
    "devotion to duty",
    "long service",
    "military ribbons",
    "military honors",
    "military medals",
    "military valor",
    "military commendations",
    "military service recognition"
  ],
  "neighboring_domains": [
    "military history",
    "national honors systems",
    "military rank and insignia",
    "public service awards",
    "military uniforms and regalia"
  ],
  "ambiguity_note": "While the cluster centers on military decorations and service awards, some passages also touch on civil service awards or overlap with broader national honor systems, introducing some thematic variation."
}
```


British film
theater actors
screenwriters
film adaptations
Vanessa Redgrave
Alfred Hitchcock
drama films
stage productions
actress biographies
literary adaptations
British cinema
theatrical performances

British literature
film history
theater arts
actress biographies
cultural history

```json
{
  "label": "British Film and Theater",
  "summary": "This cluster centers on British film and theater, focusing on actors, directors, and screenwriters who have contributed to notable works in the 20th century. It includes biographical details of prominent figures, descriptions of significant films and stage productions, and references to adaptations of literary works.",
  "keywords": ["British film", "theater actors", "screenwriters", "film adaptations", "Vanessa Redgrave", "Alfred Hitchcock", "drama films", "stage productions", "actress biographies", "literary adaptations", "British cinema", "theatrical performances"],
  "neighboring_domains": ["British literature", "film history", "theater arts", "actress biographies", "cultural history"],
  "ambiguity_note": "While the cluster is centered on British film and theater, some entries touch on broader cultural or historical contexts, introducing slight thematic overlap with other domains."
}
```


automobile manufacturers
early 20th century
American cars
automotive industry
Brass Era
car designs
short-lived companies
innovative engineering
automotive history
Detroit
Ford Model T
luxury cars

automotive engineering
industrial history
transportation innovation
business history
mechanical design

```json
{
  "label": "Early American Automobile Manufacturers",
  "summary": "This cluster focuses on early 20th-century American automobile companies, many of which were short-lived, and highlights their innovations, designs, and challenges in the emerging automotive industry.",
  "keywords": [
    "automobile manufacturers",
    "early 20th century",
    "American cars",
    "automotive industry",
    "Brass Era",
    "car designs",
    "short-lived companies",
    "innovative engineering",
    "automotive history",
    "Detroit",
    "Ford Model T",
    "luxury cars"
  ],
  "neighboring_domains": [
    "automotive engineering",
    "industrial history",
    "transportation innovation",
    "business history",
    "mechanical design"
  ],
  "ambiguity_note": "Some overlap exists with broader automotive history and industrial innovation, and a few entries touch on related fields like commercial vehicles and luxury car production."
}
```


Speed Skating World Cup
Men's 1500 metres
Men's 5000 and 10000 metres
ISU competitions
Season standings
Shani Davis
Håvard Bøkko
Netherlands skaters
World Cup races
Competition locations
Team pursuit
Speed skating records

Winter sports competitions
Olympic speed skating
International sports rankings
Biathlon World Cup
ISU events and history

```json
{
  "label": "Speed Skating World Cup Men's Events",
  "summary": "This cluster focuses on the men's events in the ISU Speed Skating World Cup, particularly the 1500 metres, 5000/10000 metres, and team pursuit races, covering multiple seasons and detailing race locations, standings, and notable performances.",
  "keywords": [
    "Speed Skating World Cup",
    "Men's 1500 metres",
    "Men's 5000 and 10000 metres",
    "ISU competitions",
    "Season standings",
    "Shani Davis",
    "Håvard Bøkko",
    "Netherlands skaters",
    "World Cup races",
    "Competition locations",
    "Team pursuit",
    "Speed skating records"
  ],
  "neighboring_domains": [
    "Winter sports competitions",
    "Olympic speed skating",
    "International sports rankings",
    "Biathlon World Cup",
    "ISU events and history"
  ],
  "ambiguity_note": "While the cluster centers on men's speed skating events, a few passages mention biathlon mixed relays, introducing a minor overlap with a different winter sport."
}
```


matrix exponential
trace
coordinate vector
geometric algebra
generalized inverse
rotation operator
vectorization
Jacobian matrix
skew-symmetric matrix
QR decomposition
eigenvalues
symmetric matrix

Numerical Analysis
Differential Equations
Tensor Analysis
Operator Theory
Computational Geometry

```json
{
  "label": "Matrix Theory and Linear Algebra",
  "summary": "This cluster focuses on concepts and operations in linear algebra, particularly involving matrices, their properties, transformations, and applications in various mathematical and geometric contexts.",
  "keywords": [
    "matrix exponential",
    "trace",
    "coordinate vector",
    "geometric algebra",
    "generalized inverse",
    "rotation operator",
    "vectorization",
    "Jacobian matrix",
    "skew-symmetric matrix",
    "QR decomposition",
    "eigenvalues",
    "symmetric matrix"
  ],
  "neighboring_domains": [
    "Numerical Analysis",
    "Differential Equations",
    "Tensor Analysis",
    "Operator Theory",
    "Computational Geometry"
  ],
  "ambiguity_note": "While the cluster centers on linear algebra and matrix theory, some passages touch on related fields like differential geometry and tensor analysis, introducing a degree of overlap and potential ambiguity."
}
```


university
higher education
academic programs
campus
engineering
business administration
public university
private university
distance learning
research
Bologna process
institutional accreditation

Education policy
Academic accreditation
Distance learning
Research institutions
International education

```json
{
  "label": "Higher Education Institutions",
  "summary": "This cluster consists of descriptions of various universities and higher education institutions across the world, detailing their academic programs, campus locations, historical backgrounds, and institutional structures.",
  "keywords": [
    "university",
    "higher education",
    "academic programs",
    "campus",
    "engineering",
    "business administration",
    "public university",
    "private university",
    "distance learning",
    "research",
    "Bologna process",
    "institutional accreditation"
  ],
  "neighboring_domains": [
    "Education policy",
    "Academic accreditation",
    "Distance learning",
    "Research institutions",
    "International education"
  ],
  "ambiguity_note": "While the cluster centers on universities and their academic offerings, some entries include mixed content such as historical details or institutional branding, which may blur the focus."
}
```


French cinema
gangster films
crime movies
French actors
film directors
Jean-Paul Belmondo
Alain Delon
Julien Duvivier
comedy crime
film adaptations
Maurice Jaubert
Eurospy genre

European cinema
crime fiction
film history
actor biographies
spy films

```json
{
  "label": "French Cinema and Gangster Films",
  "summary": "This cluster centers on French cinema, particularly gangster and crime-themed films, as well as notable French actors and directors who contributed to the genre. It includes references to classic and influential French films, their directors, and actors, with a focus on the evolution of crime narratives in French cinema.",
  "keywords": [
    "French cinema",
    "gangster films",
    "crime movies",
    "French actors",
    "film directors",
    "Jean-Paul Belmondo",
    "Alain Delon",
    "Julien Duvivier",
    "comedy crime",
    "film adaptations",
    "Maurice Jaubert",
    "Eurospy genre"
  ],
  "neighboring_domains": [
    "European cinema",
    "crime fiction",
    "film history",
    "actor biographies",
    "spy films"
  ],
  "ambiguity_note": "While the cluster is centered on French cinema and gangster films, some passages touch on related genres like spy films and comedies, introducing a degree of thematic overlap."
}
```


NASA
astronauts
space advocacy
planetary defense
astronomy
space missions
astronomical research
space exploration
National Space Society
B612 Foundation
space science
interplanetary travel

Aerospace engineering
Astrophysics
Science communication
Defense and security
Environmental science

```json
{
  "label": "Space Exploration and Advocacy",
  "summary": "This cluster centers on individuals and organizations involved in space exploration, advocacy, and related scientific endeavors. It includes astronauts, scientists, engineers, and space advocacy groups, with a focus on NASA missions, planetary defense, and public engagement in space science.",
  "keywords": [
    "NASA",
    "astronauts",
    "space advocacy",
    "planetary defense",
    "astronomy",
    "space missions",
    "astronomical research",
    "space exploration",
    "National Space Society",
    "B612 Foundation",
    "space science",
    "interplanetary travel"
  ],
  "neighboring_domains": [
    "Aerospace engineering",
    "Astrophysics",
    "Science communication",
    "Defense and security",
    "Environmental science"
  ],
  "ambiguity_note": "While the cluster is largely focused on space exploration and advocacy, some passages touch on related but distinct topics such as climate science, aerospace policy, and fringe topics like contactee claims, introducing some thematic variation."
}
```


Saturday Night Live
The Tonight Show
stand-up comedy
improvisational comedy
comedy roasts
late-night television
comedy sketches
comedian profiles
recurring characters
talk show hosts
ventriloquism in comedy
comedy festivals

entertainment industry
television history
comedy writing
variety shows
celebrity culture

```json
{
  "label": "American Comedy and Late-Night Television",
  "summary": "This cluster centers on American stand-up comedy, improvisational comedy, and late-night television, including notable performers, shows, and recurring characters from programs like Saturday Night Live, The Tonight Show, and comedy roasts.",
  "keywords": [
    "Saturday Night Live",
    "The Tonight Show",
    "stand-up comedy",
    "improvisational comedy",
    "comedy roasts",
    "late-night television",
    "comedy sketches",
    "comedian profiles",
    "recurring characters",
    "talk show hosts",
    "ventriloquism in comedy",
    "comedy festivals"
  ],
  "neighboring_domains": [
    "entertainment industry",
    "television history",
    "comedy writing",
    "variety shows",
    "celebrity culture"
  ],
  "ambiguity_note": "The cluster includes a mix of specific comedy shows, individual comedians, and related events, which may overlap with broader entertainment and television domains."
}
```


mythological beings
spirits
folklore
cultural mythology
supernatural entities
animal-shaped deities
ancestral spirits
creation myths
shapeshifters
guardian spirits
rituals
cultural heritage

Religious beliefs
Cultural anthropology
Folk traditions
Mythology and legends
Spirit possession

```json
{
  "label": "Mythological Spirits and Beings",
  "summary": "This cluster centers on mythological and folkloric spirits, deities, and supernatural beings from various cultural traditions. These entities often take animal or hybrid forms, serve as protectors or malevolent forces, and are associated with natural elements like water, forests, and the sky. They frequently appear in creation myths, ancestral beliefs, and rituals.",
  "keywords": [
    "mythological beings",
    "spirits",
    "folklore",
    "cultural mythology",
    "supernatural entities",
    "animal-shaped deities",
    "ancestral spirits",
    "creation myths",
    "shapeshifters",
    "guardian spirits",
    "rituals",
    "cultural heritage"
  ],
  "neighboring_domains": [
    "Religious beliefs",
    "Cultural anthropology",
    "Folk traditions",
    "Mythology and legends",
    "Spirit possession"
  ],
  "ambiguity_note": "While the cluster is centered on mythological beings, some passages overlap with broader topics like religious rituals or cultural practices, introducing some thematic variation."
}
```


relativity
quantum mechanics
spacetime
uncertainty principle
Einstein
cosmology
equivalence principle
time in physics
quantum field theory
inflation theory
matter waves
mathematical physics

Cosmology
Quantum physics
Classical mechanics
Philosophy of science
Astrophysics

```json
{
  "label": "Theoretical Physics Foundations",
  "summary": "This cluster centers on core concepts and theories in theoretical physics, particularly those related to space, time, relativity, and quantum mechanics. It includes discussions of fundamental principles such as the uncertainty principle, the equivalence principle, and the structure of spacetime, as well as their implications for cosmology and particle behavior.",
  "keywords": [
    "relativity",
    "quantum mechanics",
    "spacetime",
    "uncertainty principle",
    "Einstein",
    "cosmology",
    "equivalence principle",
    "time in physics",
    "quantum field theory",
    "inflation theory",
    "matter waves",
    "mathematical physics"
  ],
  "neighboring_domains": [
    "Cosmology",
    "Quantum physics",
    "Classical mechanics",
    "Philosophy of science",
    "Astrophysics"
  ],
  "ambiguity_note": "While the cluster is centered on theoretical physics, some passages touch on philosophical interpretations or historical developments, introducing a degree of conceptual overlap with adjacent domains."
}
```


New Zealand military
Australian military
North Africa campaigns
World War II
El Alamein
Tobruk
mounted units
infantry brigades
anti-tank operations
Allied forces
Western Desert
military maneuvers

World War II military history
North African theater
British Commonwealth forces
infantry and cavalry tactics
military logistics and operations

```json
{
  "label": "New Zealand and Australian military units in North Africa",
  "summary": "This cluster focuses on the activities of New Zealand and Australian military units, particularly cavalry and infantry brigades, during World War II in North Africa. It includes their roles in battles, defensive operations, and strategic movements in campaigns such as the Western Desert, El Alamein, and Tobruk.",
  "keywords": [
    "New Zealand military",
    "Australian military",
    "North Africa campaigns",
    "World War II",
    "El Alamein",
    "Tobruk",
    "mounted units",
    "infantry brigades",
    "anti-tank operations",
    "Allied forces",
    "Western Desert",
    "military maneuvers"
  ],
  "neighboring_domains": [
    "World War II military history",
    "North African theater",
    "British Commonwealth forces",
    "infantry and cavalry tactics",
    "military logistics and operations"
  ],
  "ambiguity_note": "While the cluster centers on New Zealand and Australian military units in North Africa, some passages mention related operations in Greece and Syria, introducing a degree of geographic and thematic variation."
}
```


demographics
census data
small towns
age distribution
population statistics
gender ratios
household size
housing density
rural communities
U.S. cities
population density
family size

urban planning
sociology
regional statistics
demographic analysis
local governance

```json
{
  "label": "Small Town Demographics",
  "summary": "This cluster contains demographic data for small towns in the United States, focusing on age distribution, gender ratios, population sizes, and housing statistics from the 2000 census.",
  "keywords": ["demographics", "census data", "small towns", "age distribution", "population statistics", "gender ratios", "household size", "housing density", "rural communities", "U.S. cities", "population density", "family size"],
  "neighboring_domains": ["urban planning", "sociology", "regional statistics", "demographic analysis", "local governance"],
  "ambiguity_note": "While the cluster centers on demographic data for small towns, some variation exists in the size and age distribution of the populations described."
}
```


World Series of Poker
professional poker players
tournament wins
poker bracelets
heads-up matches
poker earnings
WSOP events
poker careers
No-Limit Texas Hold'em
poker professionals
poker challenges
poker cashes

```json
{
  "label": "Professional Poker Players and Tournaments",
  "summary": "This cluster focuses on professional poker players, their achievements in major tournaments such as the World Series of Poker (WSOP), and their career milestones, including tournament wins, prize money, and notable heads-up matches.",
  "keywords": [
    "World Series of Poker",
    "professional poker players",
    "tournament wins",
    "poker bracelets",
    "heads-up matches",
    "poker earnings",
    "WSOP events",
    "poker careers",
    "No-Limit Texas Hold'em",
    "poker professionals",
    "poker challenges",
    "poker cashes"
  ],
  "neighboring_domains": [
    "Gambling and Casino Games",
    "Sports and Competitive Gaming",
    "Professional Sports Careers",
    "Card Game Strategy",
    "Entertainment and Television Poker Shows"
  ],
  "ambiguity_note": "While the cluster centers on poker professionals and tournaments, some passages mention related topics like poker coaching, poker training, and poker-related television appearances, which slightly broaden the focus."
}
```


mayor-council government
council-manager form
local government
city council
municipal administration
executive authority
legislative body
city manager
governing body
municipal elections
budget process
administrative divisions

Political science
Public administration
Urban governance
Local elections
Municipal law

```json
{
  "label": "Municipal Government Structures",
  "summary": "This cluster focuses on the organizational structures and roles within local government systems, particularly in cities and towns across the United States. It describes various forms of governance such as mayor-council, council-manager, and commission systems, including the responsibilities of mayors, city managers, councils, and other elected or appointed officials.",
  "keywords": [
    "mayor-council government",
    "council-manager form",
    "local government",
    "city council",
    "municipal administration",
    "executive authority",
    "legislative body",
    "city manager",
    "governing body",
    "municipal elections",
    "budget process",
    "administrative divisions"
  ],
  "neighboring_domains": [
    "Political science",
    "Public administration",
    "Urban governance",
    "Local elections",
    "Municipal law"
  ],
  "ambiguity_note": "While the cluster centers on municipal governance, some variation exists in the specific forms of government and regional differences, which may introduce some overlap with broader political and administrative topics."
}
```


Carnegie libraries
public library history
Andrew Carnegie
library architecture
library funding
community libraries
historic buildings
library development
library collections
library services
library advocacy
library expansion

Architectural history
Philanthropy and public funding
Local history and community development
Library science and management
Historic preservation

```json
{
  "label": "Carnegie Libraries and Public Library History",
  "summary": "This cluster focuses on the history and development of public libraries, particularly those funded by Andrew Carnegie. It includes descriptions of specific Carnegie libraries, their architectural features, founding processes, and community impact, as well as broader themes in public library advocacy and growth.",
  "keywords": [
    "Carnegie libraries",
    "public library history",
    "Andrew Carnegie",
    "library architecture",
    "library funding",
    "community libraries",
    "historic buildings",
    "library development",
    "library collections",
    "library services",
    "library advocacy",
    "library expansion"
  ],
  "neighboring_domains": [
    "Architectural history",
    "Philanthropy and public funding",
    "Local history and community development",
    "Library science and management",
    "Historic preservation"
  ],
  "ambiguity_note": "While the cluster centers on Carnegie libraries and public library history, some passages touch on broader library advocacy themes or modern library systems, introducing slight thematic variation."
}
```


music albums
rock bands
singles
track listings
release history
chart performance
B-sides
compilation albums
alternative rock
studio albums
promotional campaigns
record labels

music industry
pop culture
music production
band biographies
music charts

```json
{
  "label": "Music Albums and Singles",
  "summary": "This cluster focuses on music albums and singles, particularly from rock and alternative bands, detailing their release history, chart performance, track listings, and related promotional activities.",
  "keywords": ["music albums", "rock bands", "singles", "track listings", "release history", "chart performance", "B-sides", "compilation albums", "alternative rock", "studio albums", "promotional campaigns", "record labels"],
  "neighboring_domains": ["music industry", "pop culture", "music production", "band biographies", "music charts"],
  "ambiguity_note": "While the cluster centers on music albums and singles, some entries overlap with broader topics like band history and music production, introducing minor thematic variation."
}
```


pregnancy
childbirth
fertility
gestation
lactation
preterm birth
postterm pregnancy
obstetrics
reproductive health
labor induction
embryo development
fetal health

Women's Health
Pediatrics
Endocrinology
Gynecology
Reproductive Medicine

```json
{
  "label": "Human Pregnancy and Reproduction",
  "summary": "This cluster focuses on the biological and medical aspects of human pregnancy, childbirth, and related reproductive processes. It includes discussions on fertility, gestation, labor, postpartum care, and complications such as preterm or postterm pregnancies.",
  "keywords": [
    "pregnancy",
    "childbirth",
    "fertility",
    "gestation",
    "lactation",
    "preterm birth",
    "postterm pregnancy",
    "obstetrics",
    "reproductive health",
    "labor induction",
    "embryo development",
    "fetal health"
  ],
  "neighboring_domains": [
    "Women's Health",
    "Pediatrics",
    "Endocrinology",
    "Gynecology",
    "Reproductive Medicine"
  ],
  "ambiguity_note": "While the cluster centers on human pregnancy and reproduction, some passages touch on broader topics like fertility awareness and artificial insemination, which may overlap with adjacent domains."
}
```


Continuation War
Lapland War
Finnish Army
Soviet Union
Nazi Germany
Murmansk Railway
Petsamo nickel mines
Moscow Peace Treaty
German troop transit
Finnish-Soviet relations
World War II military history
Finnish-Swedish relations

Eastern Front of World War II
Nordic military history
Soviet foreign policy
German military operations
Arctic and northern warfare

```json
{
  "label": "Finnish-Soviet-German Conflicts in WWII",
  "summary": "This cluster centers on the military and political conflicts involving Finland, the Soviet Union, and Nazi Germany during World War II, particularly the Continuation War, the Lapland War, and related diplomatic and strategic maneuvers.",
  "keywords": [
    "Continuation War",
    "Lapland War",
    "Finnish Army",
    "Soviet Union",
    "Nazi Germany",
    "Murmansk Railway",
    "Petsamo nickel mines",
    "Moscow Peace Treaty",
    "German troop transit",
    "Finnish-Soviet relations",
    "World War II military history",
    "Finnish-Swedish relations"
  ],
  "neighboring_domains": [
    "Eastern Front of World War II",
    "Nordic military history",
    "Soviet foreign policy",
    "German military operations",
    "Arctic and northern warfare"
  ],
  "ambiguity_note": "While the cluster is centered on Finnish-Soviet-German conflicts, some passages touch on related topics such as Swedish involvement and the Baltic states, introducing a degree of thematic overlap."
}
```


climate classification
temperature ranges
precipitation patterns
seasonal variations
arid climate
tropical climate
temperate climate
weather patterns
Köppen climate
rainfall distribution
humidity levels
seasonal weather

Geography
Meteorology
Environmental Science
Regional Studies
Ecology

```json
{
  "label": "Climate and Weather Patterns",
  "summary": "This cluster focuses on descriptions of regional climates and weather patterns, including temperature ranges, precipitation levels, seasonal variations, and climatic classifications such as arid, tropical, and temperate. The passages highlight geographic diversity in climate characteristics across different locations.",
  "keywords": [
    "climate classification",
    "temperature ranges",
    "precipitation patterns",
    "seasonal variations",
    "arid climate",
    "tropical climate",
    "temperate climate",
    "weather patterns",
    "Köppen climate",
    "rainfall distribution",
    "humidity levels",
    "seasonal weather"
  ],
  "neighboring_domains": [
    "Geography",
    "Meteorology",
    "Environmental Science",
    "Regional Studies",
    "Ecology"
  ],
  "ambiguity_note": "While the cluster centers on climate and weather, some passages include mixed content such as local geography or cultural context, which may blur the focus slightly."
}
```


human rights
government accountability
child rights
discrimination
international law
corruption
prison conditions
indigenous rights
legal protections
torture
UN reports
national ombudsman

International law
Political rights and freedoms
Children's rights
Ethnic and minority rights
Legal systems and governance

```json
{
  "label": "Human Rights in Nations",
  "summary": "This cluster focuses on the state of human rights in various countries, highlighting issues such as legal protections, government accountability, child rights, discrimination, and international oversight. It includes discussions on specific national contexts and broader regional concerns.",
  "keywords": [
    "human rights",
    "government accountability",
    "child rights",
    "discrimination",
    "international law",
    "corruption",
    "prison conditions",
    "indigenous rights",
    "legal protections",
    "torture",
    "UN reports",
    "national ombudsman"
  ],
  "neighboring_domains": [
    "International law",
    "Political rights and freedoms",
    "Children's rights",
    "Ethnic and minority rights",
    "Legal systems and governance"
  ],
  "ambiguity_note": "The cluster includes a mix of country-specific and thematic human rights discussions, which may overlap with broader legal and social justice domains."
}
```


obesity
diet
nutrition
chronic disease
Western diet
food environment
public health
childhood obesity
fast food
physical activity
malnutrition
cardiovascular disease

Public health
Chronic disease management
Food policy
Pediatrics
Lifestyle medicine

```json
{
  "label": "Obesity and Nutrition",
  "summary": "This cluster focuses on the causes, consequences, and societal factors related to obesity, with a strong emphasis on diet, nutrition, and public health. It explores the impact of unhealthy eating habits, the Western diet, food environments, and lifestyle choices on obesity and related chronic diseases such as diabetes and cardiovascular disease.",
  "keywords": [
    "obesity",
    "diet",
    "nutrition",
    "chronic disease",
    "Western diet",
    "food environment",
    "public health",
    "childhood obesity",
    "fast food",
    "physical activity",
    "malnutrition",
    "cardiovascular disease"
  ],
  "neighboring_domains": [
    "Public health",
    "Chronic disease management",
    "Food policy",
    "Pediatrics",
    "Lifestyle medicine"
  ],
  "ambiguity_note": "While the cluster centers on obesity and nutrition, some passages touch on broader topics like malnutrition and food insecurity, which may introduce some thematic overlap with related but distinct domains."
}
```


electric multiple unit (EMU)
control car
railway rolling stock
variable gauge
bogies
high-speed rail
regional trains
train control systems
pantographs
rail signaling
double-deck trains
railway operators

railway infrastructure
public transportation systems
railway engineering
transportation technology
urban transit

```json
{
  "label": "Railway Rolling Stock and Systems",
  "summary": "This cluster focuses on various types of railway rolling stock, including electric multiple units (EMUs), control cars, and specialized train systems. It also covers related technologies such as variable gauge systems, braking, signaling, and train control systems used in regional, commuter, and high-speed rail services.",
  "keywords": [
    "electric multiple unit (EMU)",
    "control car",
    "railway rolling stock",
    "variable gauge",
    "bogies",
    "high-speed rail",
    "regional trains",
    "train control systems",
    "pantographs",
    "rail signaling",
    "double-deck trains",
    "railway operators"
  ],
  "neighboring_domains": [
    "railway infrastructure",
    "public transportation systems",
    "railway engineering",
    "transportation technology",
    "urban transit"
  ],
  "ambiguity_note": "While the cluster centers on railway rolling stock and systems, some passages touch on related infrastructure or operational details, creating a slight overlap with broader transportation domains."
}
```


Looney Tunes
Merrie Melodies
animated cartoons
Bugs Bunny
Daffy Duck
Sylvester the Cat
Tweety Bird
Chuck Jones
Friz Freleng
Warner Bros.
comedy
parody

American animation history
classic cartoons
animated film production
comedy in media
character development in animation

```json
{
  "label": "Looney Tunes Cartoons",
  "summary": "This cluster centers on animated cartoons from the Looney Tunes and Merrie Melodies series, featuring iconic characters like Bugs Bunny, Daffy Duck, Sylvester, Tweety, and others. The content includes descriptions of specific shorts, their directors, themes, and cultural context, often highlighting comedic, slapstick, and parody elements.",
  "keywords": ["Looney Tunes", "Merrie Melodies", "animated cartoons", "Bugs Bunny", "Daffy Duck", "Sylvester the Cat", "Tweety Bird", "Chuck Jones", "Friz Freleng", "Warner Bros.", "comedy", "parody"],
  "neighboring_domains": ["American animation history", "classic cartoons", "animated film production", "comedy in media", "character development in animation"],
  "ambiguity_note": "While the cluster is centered on Looney Tunes and Merrie Melodies, a few entries touch on related themes like World War II propaganda or Hanna-Barbera's Laff-A-Lympics, introducing slight thematic variation."
}
```


British civil service
government officials
honors and knighthoods
First World War
colonial administration
Royal Commissions
Ministry of Transport
Treasury
military service
political advisors
public service roles
Order of the Bath

Military history
British colonial history
Political administration
Public policy and reform
British honors system

```json
{
  "label": "British Government Officials and Honors",
  "summary": "This cluster centers on British civil servants, politicians, and military figures who held prominent roles in government, colonial administration, and public service during the late 19th and early 20th centuries. Many were involved in wartime efforts, chaired commissions, or held high-ranking positions in departments such as the Treasury, Colonial Office, and Ministry of Transport. The passages also highlight the awarding of honors and knighthoods for their service.",
  "keywords": [
    "British civil service",
    "government officials",
    "honors and knighthoods",
    "First World War",
    "colonial administration",
    "Royal Commissions",
    "Ministry of Transport",
    "Treasury",
    "military service",
    "political advisors",
    "public service roles",
    "Order of the Bath"
  ],
  "neighboring_domains": [
    "Military history",
    "British colonial history",
    "Political administration",
    "Public policy and reform",
    "British honors system"
  ],
  "ambiguity_note": "While the cluster is centered on British officials and their roles, some variation exists in the specific domains they operated in, ranging from military to economic and colonial affairs."
}
```


SOPA
PROTECT IP Act
Internet censorship
Copyright legislation
File sharing
Digital rights
ISP blocking
Online piracy
Net neutrality
The Pirate Bay
Digital Citizens Alliance
Internet freedom

Digital privacy
Cybersecurity
Intellectual property law
Online activism
Media regulation

```json
{
  "label": "Internet Censorship and Copyright Legislation",
  "summary": "This cluster focuses on legislative and policy efforts to regulate online piracy, including U.S. bills like SOPA and PROTECT IP, and their implications for internet freedom, censorship, and digital rights. It also includes international examples of internet censorship and surveillance, particularly in relation to file-sharing and content blocking.",
  "keywords": [
    "SOPA",
    "PROTECT IP Act",
    "Internet censorship",
    "Copyright legislation",
    "File sharing",
    "Digital rights",
    "ISP blocking",
    "Online piracy",
    "Net neutrality",
    "The Pirate Bay",
    "Digital Citizens Alliance",
    "Internet freedom"
  ],
  "neighboring_domains": [
    "Digital privacy",
    "Cybersecurity",
    "Intellectual property law",
    "Online activism",
    "Media regulation"
  ],
  "ambiguity_note": "The cluster includes a mix of U.S.-centric legislative debates and international examples of censorship, which may blur the focus between policy and enforcement practices across different jurisdictions."
}
```


neurotransmitter receptors
ionotropic receptors
metabotropic receptors
G protein-coupled receptors
ligand-gated ion channels
signal transduction
neurotransmission
postsynaptic potentials
second messengers
neurochemical signaling
neuronal plasticity
neuropharmacology

Neuroscience
Cell biology
Pharmacology
Molecular biology
Neurochemistry

```json
{
  "label": "Neurotransmitter Receptors and Signaling",
  "summary": "This cluster focuses on the structure, function, and signaling mechanisms of neurotransmitter receptors, particularly ionotropic and metabotropic receptors, and their roles in neural communication, signal transduction, and modulation of cellular activity.",
  "keywords": [
    "neurotransmitter receptors",
    "ionotropic receptors",
    "metabotropic receptors",
    "G protein-coupled receptors",
    "ligand-gated ion channels",
    "signal transduction",
    "neurotransmission",
    "postsynaptic potentials",
    "second messengers",
    "neurochemical signaling",
    "neuronal plasticity",
    "neuropharmacology"
  ],
  "neighboring_domains": [
    "Neuroscience",
    "Cell biology",
    "Pharmacology",
    "Molecular biology",
    "Neurochemistry"
  ],
  "ambiguity_note": "While the cluster centers on neurotransmitter receptors and signaling, some passages touch on broader topics like neuropsychopharmacology and clinical neurochemistry, introducing some thematic overlap."
}
```


film composer
television score
soundtrack
orchestral music
movie music
composer collaboration
Hans Zimmer
Jerry Goldsmith
sound design
TV series music
classical fusion
media scoring

video game music
orchestral composition
sound design
film production
television production

```json
{
  "label": "Film and Television Composers",
  "summary": "This cluster centers on composers known for their work in film and television, including their notable scores, collaborations, and contributions to the industry. It highlights individuals who have shaped the soundtracks of popular movies, TV shows, and occasionally video games or other media.",
  "keywords": [
    "film composer",
    "television score",
    "soundtrack",
    "orchestral music",
    "movie music",
    "composer collaboration",
    "Hans Zimmer",
    "Jerry Goldsmith",
    "sound design",
    "TV series music",
    "classical fusion",
    "media scoring"
  ],
  "neighboring_domains": [
    "video game music",
    "orchestral composition",
    "sound design",
    "film production",
    "television production"
  ],
  "ambiguity_note": "While the cluster is centered on film and television composers, a few entries touch on related areas like video game scoring or classical music fusion, introducing some thematic variation."
}
```