gmina
administrative district
Poland
local government
rural areas
urban-rural districts
population statistics
geographic regions
voivodeships
settlements
bordering gminas
regional capitals

Polish geography
local governance
European administrative divisions
demographics
regional statistics

```json
{
  "label": "Polish Administrative Districts",
  "summary": "This cluster consists of descriptions of gminas (administrative districts) in various regions of Poland. Each passage provides details about a specific gmina, including its location, seat, population, area, and neighboring gminas or towns. These entries reflect the structure and characteristics of local administrative divisions in Poland.",
  "keywords": ["gmina", "administrative district", "Poland", "local government", "rural areas", "urban-rural districts", "population statistics", "geographic regions", "voivodeships", "settlements", "bordering gminas", "regional capitals"],
  "neighboring_domains": ["Polish geography", "local governance", "European administrative divisions", "demographics", "regional statistics"],
  "ambiguity_note": "While the cluster is focused on Polish gminas, some entries may overlap with broader topics like regional geography or border regions, introducing slight thematic variation."
}
```


marine invertebrates
reproduction
feeding behavior
commensal relationships
larval development
zooplankton
benthic organisms
hermaphroditism
external fertilization
predator-prey interactions
symbiosis
marine ecosystems

Marine Ecology
Invertebrate Zoology
Aquatic Biology
Marine Biotechnology
Oceanography

```json
{
  "label": "Marine Invertebrate Biology",
  "summary": "This cluster focuses on the biology, reproduction, feeding habits, and ecological interactions of various marine invertebrates, including anemones, worms, tunicates, and other benthic and pelagic species.",
  "keywords": [
    "marine invertebrates",
    "reproduction",
    "feeding behavior",
    "commensal relationships",
    "larval development",
    "zooplankton",
    "benthic organisms",
    "hermaphroditism",
    "external fertilization",
    "predator-prey interactions",
    "symbiosis",
    "marine ecosystems"
  ],
  "neighboring_domains": [
    "Marine Ecology",
    "Invertebrate Zoology",
    "Aquatic Biology",
    "Marine Biotechnology",
    "Oceanography"
  ],
  "ambiguity_note": "While the cluster centers on marine invertebrates, some variation exists in the specific species and life stages covered, which may overlap with broader ecological or taxonomic domains."
}
```


Dutch East India Company
VOC
Dutch colonial history
Governor-General
Dutch Republic
Amsterdam regents
Dutch Revolt
New Netherland
Formosa
Political conflicts
Colonial administration
Dutch West India Company

European colonial history
Dutch Golden Age
Maritime trade and exploration
Political history of the Netherlands
Indonesian colonial history

```json
{
  "label": "Dutch Colonial and Political Figures",
  "summary": "This cluster centers on historical figures and events related to the Dutch Republic's colonial ventures and political landscape, particularly during the 16th to 17th centuries. It includes individuals involved in the Dutch East India Company (VOC), governance, military campaigns, and political conflicts, as well as their roles in shaping Dutch colonial settlements and domestic politics.",
  "keywords": [
    "Dutch East India Company",
    "VOC",
    "Dutch colonial history",
    "Governor-General",
    "Dutch Republic",
    "Amsterdam regents",
    "Dutch Revolt",
    "New Netherland",
    "Formosa",
    "Political conflicts",
    "Colonial administration",
    "Dutch West India Company"
  ],
  "neighboring_domains": [
    "European colonial history",
    "Dutch Golden Age",
    "Maritime trade and exploration",
    "Political history of the Netherlands",
    "Indonesian colonial history"
  ],
  "ambiguity_note": "While the cluster is centered on Dutch colonial and political figures, some passages touch on related but distinct themes such as religious conflicts and local governance, which may introduce some overlap with adjacent historical domains."
}
```


basketball rules
defensive three-second violation
shooting guard
field goal
free throw lane
basketball positions
court dimensions
rebound
NBA
three-point line
illegal defense
point guard

sports terminology
team sports strategy
basketball history
sports statistics
athletic training

```json
{
  "label": "Basketball Rules and Positions",
  "summary": "This cluster focuses on the rules, positions, and key terminology in basketball, including defensive violations, scoring, player roles, and court features.",
  "keywords": [
    "basketball rules",
    "defensive three-second violation",
    "shooting guard",
    "field goal",
    "free throw lane",
    "basketball positions",
    "court dimensions",
    "rebound",
    "NBA",
    "three-point line",
    "illegal defense",
    "point guard"
  ],
  "neighboring_domains": [
    "sports terminology",
    "team sports strategy",
    "basketball history",
    "sports statistics",
    "athletic training"
  ],
  "ambiguity_note": "Some passages overlap with general basketball descriptions and may include elements of scoring, player roles, and court layout, making the cluster slightly broad."
}
```


fluid dynamics
flow distribution
Navier-Stokes equations
vorticity
pressure drop
Reynolds number
continuity equation
Bernoulli equation
manifolds
turbulent flow
kinematic waves
fluid resistance

Mechanical engineering
Hydraulics
Geophysical fluid dynamics
Computational fluid dynamics
Thermodynamics

```json
{
  "label": "Fluid Dynamics and Flow Models",
  "summary": "This cluster focuses on the mathematical and physical modeling of fluid flow, including equations and principles that describe flow distribution, vorticity, pressure, and resistance in various fluid systems such as manifolds, pipes, and open channels.",
  "keywords": [
    "fluid dynamics",
    "flow distribution",
    "Navier-Stokes equations",
    "vorticity",
    "pressure drop",
    "Reynolds number",
    "continuity equation",
    "Bernoulli equation",
    "manifolds",
    "turbulent flow",
    "kinematic waves",
    "fluid resistance"
  ],
  "neighboring_domains": [
    "Mechanical engineering",
    "Hydraulics",
    "Geophysical fluid dynamics",
    "Computational fluid dynamics",
    "Thermodynamics"
  ],
  "ambiguity_note": "While the cluster centers on fluid dynamics, some passages touch on related fields like biofluid dynamics and wave mechanics, introducing a degree of thematic overlap."
}
```


rugby league
English players
Challenge Cup
County Cup
finals
team positions
trophies
club level
representative level
historical matches
player careers
stadiums

sports history
team sports
English sports culture
rugby union
professional sports careers

```json
{
  "label": "Rugby League Players and Matches",
  "summary": "This cluster focuses on English rugby league players, their careers, and notable matches, including participation in major tournaments and finals across the 1950s to 1980s.",
  "keywords": [
    "rugby league",
    "English players",
    "Challenge Cup",
    "County Cup",
    "finals",
    "team positions",
    "trophies",
    "club level",
    "representative level",
    "historical matches",
    "player careers",
    "stadiums"
  ],
  "neighboring_domains": [
    "sports history",
    "team sports",
    "English sports culture",
    "rugby union",
    "professional sports careers"
  ],
  "ambiguity_note": "Some overlap with rugby union and broader sports history, with a few entries involving coaching or mixed sports careers."
}
```


alpine plants
meadow flora
wetland vegetation
flowering species
ecological habitats
plant communities
native and invasive species
botanical descriptions
rocky and disturbed soils
pollination and foraging
conservation status
plant associations

ecology and conservation
botany and plant taxonomy
horticulture and gardening
geography and landforms
invasive species management

```json
{
  "label": "Alpine and Meadow Flora",
  "summary": "This cluster focuses on a variety of flowering and herbaceous plants found in alpine, meadow, and wetland habitats, often in temperate and subalpine regions. These species are described in terms of their ecological associations, physical characteristics, and sometimes their conservation status or invasive tendencies.",
  "keywords": [
    "alpine plants",
    "meadow flora",
    "wetland vegetation",
    "flowering species",
    "ecological habitats",
    "plant communities",
    "native and invasive species",
    "botanical descriptions",
    "rocky and disturbed soils",
    "pollination and foraging",
    "conservation status",
    "plant associations"
  ],
  "neighboring_domains": [
    "ecology and conservation",
    "botany and plant taxonomy",
    "horticulture and gardening",
    "geography and landforms",
    "invasive species management"
  ],
  "ambiguity_note": "While the cluster centers on plant species in alpine and meadow habitats, some entries include species in disturbed or invasive contexts, creating a slight overlap with horticultural and ecological management topics."
}
```


telenovela
romantic drama
family secrets
betrayal
revenge
social class
love triangles
tragic romance
character redemption
dramatic conflict
marriage intrigue
emotional turmoil

Latin American culture
soap opera tropes
melodrama
family saga
emotional storytelling

```json
{
  "label": "Latin Romance and Drama",
  "summary": "This cluster centers on dramatic, emotionally charged narratives typical of Latin American telenovelas and soap operas. The stories often involve themes of love, betrayal, family secrets, and social class, with characters navigating complex relationships, tragic events, and personal redemption.",
  "keywords": [
    "telenovela",
    "romantic drama",
    "family secrets",
    "betrayal",
    "revenge",
    "social class",
    "love triangles",
    "tragic romance",
    "character redemption",
    "dramatic conflict",
    "marriage intrigue",
    "emotional turmoil"
  ],
  "neighboring_domains": [
    "Latin American culture",
    "soap opera tropes",
    "melodrama",
    "family saga",
    "emotional storytelling"
  ],
  "ambiguity_note": "While the cluster is centered on dramatic romance and family conflict, some passages may overlap with broader genres like melodrama or social commentary, making precise categorization challenging."
}
```


castles
palaces
Baroque architecture
Renaissance style
historical buildings
garden design
royal residences
fortifications
European nobility
architectural history
cultural heritage
monument preservation

European history
architectural styles
cultural landmarks
royal families
museum studies

```json
{
  "label": "Historic Castles and Palaces",
  "summary": "This cluster focuses on historic castles, palaces, and their associated architecture and gardens in Germany and surrounding regions. The passages describe their construction, renovations, uses over time, and cultural significance, often highlighting Baroque and Renaissance styles.",
  "keywords": [
    "castles",
    "palaces",
    "Baroque architecture",
    "Renaissance style",
    "historical buildings",
    "garden design",
    "royal residences",
    "fortifications",
    "European nobility",
    "architectural history",
    "cultural heritage",
    "monument preservation"
  ],
  "neighboring_domains": [
    "European history",
    "architectural styles",
    "cultural landmarks",
    "royal families",
    "museum studies"
  ],
  "ambiguity_note": "While the cluster centers on castles and palaces, some passages touch on adjacent topics like urban development and public institutions, introducing slight thematic variation."
}
```


rendering
tessellation
texture mapping
scanline rendering
image processing
3D modeling
visible surface determination
A-buffer
non-photorealistic rendering
pyramid representation
rasterization
solid modeling

Computer Vision
Digital Geometry
Image Analysis
CAD Systems
Real-time Graphics

```json
{
  "label": "Computer Graphics Techniques",
  "summary": "This cluster focuses on various techniques and algorithms used in computer graphics, including rendering, modeling, and image processing. Topics include visibility determination, tessellation, texture mapping, and multi-scale image representations.",
  "keywords": [
    "rendering",
    "tessellation",
    "texture mapping",
    "scanline rendering",
    "image processing",
    "3D modeling",
    "visible surface determination",
    "A-buffer",
    "non-photorealistic rendering",
    "pyramid representation",
    "rasterization",
    "solid modeling"
  ],
  "neighboring_domains": [
    "Computer Vision",
    "Digital Geometry",
    "Image Analysis",
    "CAD Systems",
    "Real-time Graphics"
  ],
  "ambiguity_note": "Some passages touch on overlapping areas such as medical imaging and computer-aided design, which may introduce slight thematic variation."
}
```


metal compounds
inorganic chemistry
oxides
halides
chemical reactions
solubility
synthesis methods
elemental reactivity
non-stoichiometric compounds
alkali metals
transition metals
chalcogenides

Materials Science
Analytical Chemistry
Nuclear Chemistry
Solid-State Chemistry
Coordination Chemistry

```json
{
  "label": "Inorganic Chemistry and Metal Compounds",
  "summary": "This cluster focuses on the chemical properties, reactions, and compounds of various elements, particularly metals and metalloids, including their oxides, halides, and other inorganic derivatives. It covers synthesis methods, solubility, reactivity, and structural characteristics of these compounds.",
  "keywords": [
    "metal compounds",
    "inorganic chemistry",
    "oxides",
    "halides",
    "chemical reactions",
    "solubility",
    "synthesis methods",
    "elemental reactivity",
    "non-stoichiometric compounds",
    "alkali metals",
    "transition metals",
    "chalcogenides"
  ],
  "neighboring_domains": [
    "Materials Science",
    "Analytical Chemistry",
    "Nuclear Chemistry",
    "Solid-State Chemistry",
    "Coordination Chemistry"
  ],
  "ambiguity_note": "The cluster includes a mix of specific elements and general inorganic chemistry topics, with some overlap into materials science and nuclear chemistry."
}
```


rugby union
professional athletes
All Blacks
Springboks
Super Rugby
international teams
career milestones
positions in rugby
test matches
provincial teams
European leagues
player transfers

sports biographies
team sports
international sports competitions
athletic training and performance
sports club management

```json
{
  "label": "Rugby Union Players and Careers",
  "summary": "This cluster focuses on professional rugby union players from various nationalities, detailing their careers, teams, positions, and notable achievements in domestic and international competitions.",
  "keywords": ["rugby union", "professional athletes", "All Blacks", "Springboks", "Super Rugby", "international teams", "career milestones", "positions in rugby", "test matches", "provincial teams", "European leagues", "player transfers"],
  "neighboring_domains": ["sports biographies", "team sports", "international sports competitions", "athletic training and performance", "sports club management"],
  "ambiguity_note": "While the cluster centers on rugby union players, some variation exists in the level of detail and focus on specific teams or events, which may blur the boundaries with related sports domains."
}
```


Wisconsin State Assembly
American politicians
political careers
state legislature
local governance
biographical data
political parties
historical figures
public service
Midwestern politics
political history
state representatives

Wisconsin history
American political history
state legislatures
Midwestern politics
local government officials

```json
{
  "label": "Wisconsin State Assembly Members",
  "summary": "This cluster contains biographical information about individuals who served as members of the Wisconsin State Assembly, detailing their political careers, personal backgrounds, and contributions to local and state governance.",
  "keywords": ["Wisconsin State Assembly", "American politicians", "political careers", "state legislature", "local governance", "biographical data", "political parties", "historical figures", "public service", "Midwestern politics", "political history", "state representatives"],
  "neighboring_domains": ["Wisconsin history", "American political history", "state legislatures", "Midwestern politics", "local government officials"],
  "ambiguity_note": "While the cluster centers on Wisconsin State Assembly members, some entries include additional roles in local government or business, which may introduce slight variation in focus."
}
```


anime
DVD releases
Blu-ray
home video
Cartoon Network
Funimation
streaming
international broadcast
licensing
box sets
animated series
region releases

animation industry
media licensing
television broadcasting
digital streaming
Japanese pop culture

```json
{
  "label": "Anime and Cartoon DVD Releases",
  "summary": "This cluster focuses on the distribution, licensing, and home media releases of various animated television series, particularly anime and Western cartoons. It includes information about DVD and Blu-ray box sets, streaming availability, international broadcast schedules, and licensing by companies like Funimation, Viz Media, and Madman Entertainment.",
  "keywords": [
    "anime",
    "DVD releases",
    "Blu-ray",
    "home video",
    "Cartoon Network",
    "Funimation",
    "streaming",
    "international broadcast",
    "licensing",
    "box sets",
    "animated series",
    "region releases"
  ],
  "neighboring_domains": [
    "animation industry",
    "media licensing",
    "television broadcasting",
    "digital streaming",
    "Japanese pop culture"
  ],
  "ambiguity_note": "While the cluster centers on animated series and their home media releases, some entries overlap with broader topics like streaming platforms and international licensing, which may introduce some thematic variation."
}
```


whaling
marine mammals
conservation
bycatch
dolphin drive hunting
endangered species
whale meat
IWC moratorium
Aboriginal hunting
marine pollution
cetaceans
eco-tourism

Marine ecology
Wildlife conservation
Fisheries management
Environmental policy
Cultural anthropology

```json
{
  "label": "Marine Mammal Hunting and Conservation",
  "summary": "This cluster focuses on the hunting, exploitation, and conservation of marine mammals, particularly whales and dolphins. It covers historical and ongoing practices such as commercial and aboriginal whaling, bycatch in fisheries, and the impact of these activities on species survival. The cluster also touches on the economic and cultural aspects of whaling, as well as the ecological and health consequences of consuming marine mammal meat.",
  "keywords": [
    "whaling",
    "marine mammals",
    "conservation",
    "bycatch",
    "dolphin drive hunting",
    "endangered species",
    "whale meat",
    "IWC moratorium",
    "Aboriginal hunting",
    "marine pollution",
    "cetaceans",
    "eco-tourism"
  ],
  "neighboring_domains": [
    "Marine ecology",
    "Wildlife conservation",
    "Fisheries management",
    "Environmental policy",
    "Cultural anthropology"
  ],
  "ambiguity_note": "The cluster includes a mix of topics related to both the biological aspects of marine mammals and the socio-economic and cultural practices surrounding their hunting, which may blur the focus in some passages."
}
```


insulin
glucose regulation
diabetes mellitus
GLUT transporters
blood sugar
insulin resistance
pancreatic beta cells
glycogen storage
metabolic syndrome
hyperglycemia
glucagon
type 2 diabetes

Endocrinology
Metabolic disorders
Nutrition and metabolism
Hepatology
Diabetes management

```json
{
  "label": "Glucose Metabolism and Diabetes",
  "summary": "This cluster focuses on the biological mechanisms of glucose regulation in the body, including insulin function, glucose transporters, and the pathophysiology of diabetes and related metabolic disorders. It covers the role of insulin in regulating blood sugar, the impact of insulin resistance, and the interplay between the liver, pancreas, and other tissues in maintaining glucose homeostasis.",
  "keywords": [
    "insulin",
    "glucose regulation",
    "diabetes mellitus",
    "GLUT transporters",
    "blood sugar",
    "insulin resistance",
    "pancreatic beta cells",
    "glycogen storage",
    "metabolic syndrome",
    "hyperglycemia",
    "glucagon",
    "type 2 diabetes"
  ],
  "neighboring_domains": [
    "Endocrinology",
    "Metabolic disorders",
    "Nutrition and metabolism",
    "Hepatology",
    "Diabetes management"
  ],
  "ambiguity_note": "While the cluster centers on glucose metabolism and diabetes, some passages touch on related but distinct topics such as liver function and lipid metabolism, introducing a degree of thematic overlap."
}
```


Orthodox rabbis
Talmudic scholars
Halakha
Rosh yeshiva
Jewish law
Religious Zionism
Hasidic teachings
Lithuanian Jewish dynasty
Yeshiva education
Modern Jewish philosophy
Posek
Jewish religious leadership

Jewish religious movements
Talmudic literature
Hasidic Judaism
Jewish law and ethics
Religious Zionism

```json
{
  "label": "Prominent Orthodox Rabbis and Talmudists",
  "summary": "This cluster centers on notable Orthodox Jewish rabbis and Talmudic scholars, primarily from Lithuanian and Hasidic backgrounds, who have played significant roles in Jewish religious education, law, and philosophy, particularly in the 20th century.",
  "keywords": [
    "Orthodox rabbis",
    "Talmudic scholars",
    "Halakha",
    "Rosh yeshiva",
    "Jewish law",
    "Religious Zionism",
    "Hasidic teachings",
    "Lithuanian Jewish dynasty",
    "Yeshiva education",
    "Modern Jewish philosophy",
    "Posek",
    "Jewish religious leadership"
  ],
  "neighboring_domains": [
    "Jewish religious movements",
    "Talmudic literature",
    "Hasidic Judaism",
    "Jewish law and ethics",
    "Religious Zionism"
  ],
  "ambiguity_note": "While the cluster is centered on Orthodox rabbis and Talmudists, some overlap exists with Hasidic and Religious Zionist movements, introducing some thematic variation."
}
```


baronet
House of Commons
English politics
landowner
hereditary title
17th century
18th century
political office
family lineage
English aristocracy
member of parliament
landed gentry

British political history
English nobility
hereditary titles
early modern English society
parliamentary history

```json
{
  "label": "English Baronets and Politicians",
  "summary": "This cluster consists of biographical entries for English baronets who were also active in politics, primarily as members of the House of Commons. The individuals described held hereditary titles, often inherited from family lines, and were involved in local and national governance during the 17th and 18th centuries.",
  "keywords": [
    "baronet",
    "House of Commons",
    "English politics",
    "landowner",
    "hereditary title",
    "17th century",
    "18th century",
    "political office",
    "family lineage",
    "English aristocracy",
    "member of parliament",
    "landed gentry"
  ],
  "neighboring_domains": [
    "British political history",
    "English nobility",
    "hereditary titles",
    "early modern English society",
    "parliamentary history"
  ],
  "ambiguity_note": "While the cluster centers on English baronets and their political roles, some entries include additional details about personal finances, marriages, and estates, which may overlap with broader domains like landownership and social history."
}
```


eSports tournaments
Counter-Strike: Global Offensive
League of Legends
Intel Extreme Masters
ESL One
Dota 2
professional gaming teams
The International
player transfers
tournament prize pools
esports organizations
team disqualifications

video game culture
sports event management
digital entertainment
competitive gaming history
gaming sponsorships

```json
{
  "label": "eSports Tournaments and Teams",
  "summary": "This cluster focuses on international eSports tournaments, teams, and players, particularly in games like Counter-Strike: Global Offensive, League of Legends, and Dota 2. It includes details about major events such as Intel Extreme Masters, ESL One, and The International, as well as team histories, player movements, and tournament outcomes.",
  "keywords": [
    "eSports tournaments",
    "Counter-Strike: Global Offensive",
    "League of Legends",
    "Intel Extreme Masters",
    "ESL One",
    "Dota 2",
    "professional gaming teams",
    "The International",
    "player transfers",
    "tournament prize pools",
    "esports organizations",
    "team disqualifications"
  ],
  "neighboring_domains": [
    "video game culture",
    "sports event management",
    "digital entertainment",
    "competitive gaming history",
    "gaming sponsorships"
  ],
  "ambiguity_note": "While the cluster centers on eSports, some passages touch on related topics like team sponsorships and player controversies, which may overlap with broader gaming or business domains."
}
```


First English Civil War
Royalist forces
Parliamentarian army
Oliver Cromwell
Prince Rupert
Battle of Naseby
Siege of Oxford
New Model Army
Cavalry battles
Military strategy
English monarchy
17th-century warfare

Second English Civil War
English history
Military history of the 17th century
British monarchy
Civil war tactics

```json
{
  "label": "First English Civil War",
  "summary": "This cluster focuses on military campaigns, battles, and sieges during the First English Civil War (1642–1646), highlighting key events involving Royalist and Parliamentarian forces, including the roles of prominent figures like Oliver Cromwell, Prince Rupert, and the New Model Army.",
  "keywords": [
    "First English Civil War",
    "Royalist forces",
    "Parliamentarian army",
    "Oliver Cromwell",
    "Prince Rupert",
    "Battle of Naseby",
    "Siege of Oxford",
    "New Model Army",
    "Cavalry battles",
    "Military strategy",
    "English monarchy",
    "17th-century warfare"
  ],
  "neighboring_domains": [
    "Second English Civil War",
    "English history",
    "Military history of the 17th century",
    "British monarchy",
    "Civil war tactics"
  ],
  "ambiguity_note": "While the cluster centers on the First English Civil War, some passages touch on related events and figures, creating a slight overlap with broader English military and political history."
}
```


high school history
school district development
educational infrastructure
school building construction
school closures and reuses
vocational education
school mergers
educational expansion
historic school buildings
community education
school renovations
educational transitions

local history
urban development
educational policy
school architecture
community institutions

```json
{
  "label": "Historical High Schools and School Districts",
  "summary": "This cluster focuses on the history and development of high schools and school districts across various U.S. towns and cities. It includes details about the construction, renovations, closures, and reuses of school buildings, as well as the evolution of educational structures and community impacts.",
  "keywords": [
    "high school history",
    "school district development",
    "educational infrastructure",
    "school building construction",
    "school closures and reuses",
    "vocational education",
    "school mergers",
    "educational expansion",
    "historic school buildings",
    "community education",
    "school renovations",
    "educational transitions"
  ],
  "neighboring_domains": [
    "local history",
    "urban development",
    "educational policy",
    "school architecture",
    "community institutions"
  ],
  "ambiguity_note": "While the cluster centers on high school and district history, some passages touch on broader educational or community developments, introducing slight thematic variation."
}
```


roller coaster
inversion
loop
corkscrew
batwing
camelback
cable lift
manufacturer
track element
Six Flags
Bolliger & Mabillard
Arrow Dynamics

Amusement park attractions
Theme park history
Engineering and design of rides
Ride safety and mechanics
Tourism and entertainment

```json
{
  "label": "Roller Coaster Features and History",
  "summary": "This cluster focuses on roller coasters, including their design elements, notable rides, and manufacturers. It covers specific features like inversions, loops, corkscrews, and lift mechanisms, as well as historical and operational details of famous coasters.",
  "keywords": [
    "roller coaster",
    "inversion",
    "loop",
    "corkscrew",
    "batwing",
    "camelback",
    "cable lift",
    "manufacturer",
    "track element",
    "Six Flags",
    "Bolliger & Mabillard",
    "Arrow Dynamics"
  ],
  "neighboring_domains": [
    "Amusement park attractions",
    "Theme park history",
    "Engineering and design of rides",
    "Ride safety and mechanics",
    "Tourism and entertainment"
  ],
  "ambiguity_note": "The cluster includes a mix of technical ride elements and specific roller coaster examples, which may overlap with broader amusement park topics."
}
```


University of Oxford
classics
philosophy
academic careers
fellowships
literae humaniores
scholarships
tutoring
theology
lectureships
educational institutions
academic honors

British educational history
classical studies
philosophy and intellectual history
theological studies
academic biographies

```json
{
  "label": "Oxford Scholars and Academics",
  "summary": "This cluster centers on notable scholars and academics, primarily associated with the University of Oxford, detailing their educational backgrounds, academic achievements, and professional roles in fields such as classics, philosophy, and theology.",
  "keywords": [
    "University of Oxford",
    "classics",
    "philosophy",
    "academic careers",
    "fellowships",
    "literae humaniores",
    "scholarships",
    "tutoring",
    "theology",
    "lectureships",
    "educational institutions",
    "academic honors"
  ],
  "neighboring_domains": [
    "British educational history",
    "classical studies",
    "philosophy and intellectual history",
    "theological studies",
    "academic biographies"
  ],
  "ambiguity_note": "While the cluster is centered on Oxford academics, some individuals have connections to other universities or broader intellectual pursuits, introducing some thematic variation."
}
```


murder trials
criminal law
UK legal system
court rulings
convictions
legal appeals
judicial decisions
sentencing
legal controversies
evidence in court
legal defense
criminal justice

criminal justice reform
forensic science
human rights law
legal ethics
court procedures

```json
{
  "label": "Criminal Law and Legal Cases",
  "summary": "This cluster centers on legal cases and developments in criminal law, particularly in the UK, with a focus on murder trials, judicial decisions, and controversies surrounding convictions and sentencing. It includes discussions of specific cases, legal principles, and the impact of court rulings on criminal justice.",
  "keywords": [
    "murder trials",
    "criminal law",
    "UK legal system",
    "court rulings",
    "convictions",
    "legal appeals",
    "judicial decisions",
    "sentencing",
    "legal controversies",
    "evidence in court",
    "legal defense",
    "criminal justice"
  ],
  "neighboring_domains": [
    "criminal justice reform",
    "forensic science",
    "human rights law",
    "legal ethics",
    "court procedures"
  ],
  "ambiguity_note": "While the cluster is centered on criminal law and legal cases, some passages touch on related areas such as media influence, public policy, and ethical debates, which may introduce some thematic overlap with adjacent domains."
}
```


voice acting
animated series
cartoon characters
children's TV
character voices
animated films
voice actors
animated shorts
commercials
animated specials
animated movies
character roles

Television Production
Cartoon History
Entertainment Industry
Voice Acting Techniques
Children's Media

```json
{
  "label": "Voice Actors in Animated Media",
  "summary": "This cluster centers on voice actors and their roles in animated television series, films, and commercials, particularly from the 1980s through the 2000s. It includes notable contributors to children's programming, cartoons, and character-driven animated content.",
  "keywords": [
    "voice acting",
    "animated series",
    "cartoon characters",
    "children's TV",
    "character voices",
    "animated films",
    "voice actors",
    "animated shorts",
    "commercials",
    "animated specials",
    "animated movies",
    "character roles"
  ],
  "neighboring_domains": [
    "Television Production",
    "Cartoon History",
    "Entertainment Industry",
    "Voice Acting Techniques",
    "Children's Media"
  ],
  "ambiguity_note": "While the cluster is centered on voice actors in animation, some entries include broader entertainment roles or commercial work, introducing slight thematic variation."
}
```


hallucinations
grief
anxiety
trauma
mental breakdown
emotional conflict
self-harm
psychological distress
interpersonal conflict
reality vs. illusion
suicidal ideation
emotional instability

Mental Health Disorders
Domestic Drama
Crime and Suspense
Psychological Thrillers
Family Dynamics

```json
{
  "label": "Psychological Distress and Trauma",
  "summary": "This cluster centers on narratives involving psychological distress, trauma, and emotional turmoil, often depicted through characters experiencing anxiety, hallucinations, grief, or violent emotional breakdowns. The passages frequently explore the internal and external consequences of mental instability, including self-harm, interpersonal conflict, and the blurring of reality and illusion.",
  "keywords": [
    "hallucinations",
    "grief",
    "anxiety",
    "trauma",
    "mental breakdown",
    "emotional conflict",
    "self-harm",
    "psychological distress",
    "interpersonal conflict",
    "reality vs. illusion",
    "suicidal ideation",
    "emotional instability"
  ],
  "neighboring_domains": [
    "Mental Health Disorders",
    "Domestic Drama",
    "Crime and Suspense",
    "Psychological Thrillers",
    "Family Dynamics"
  ],
  "ambiguity_note": "While the cluster is centered on psychological distress, some passages also touch on crime, family conflict, or supernatural elements, creating a degree of thematic overlap with adjacent domains."
}
```


Scottish Highlands
peninsulas
glens
remote geography
Lochaber
mountains
islands
natural landscapes
historic sites
rugged terrain
national parks
ancient Caledonian pinewoods

Scottish history
geographical features
national parks and conservation
prehistoric architecture
island communities

```json
{
  "label": "Remote Scottish Highlands Geography",
  "summary": "This cluster focuses on remote and often inaccessible regions of the Scottish Highlands, including peninsulas, glens, mountains, and islands. These areas are characterized by their natural beauty, rugged terrain, and historical or geographical significance, often accessible only by foot or narrow roads.",
  "keywords": [
    "Scottish Highlands",
    "peninsulas",
    "glens",
    "remote geography",
    "Lochaber",
    "mountains",
    "islands",
    "natural landscapes",
    "historic sites",
    "rugged terrain",
    "national parks",
    "ancient Caledonian pinewoods"
  ],
  "neighboring_domains": [
    "Scottish history",
    "geographical features",
    "national parks and conservation",
    "prehistoric architecture",
    "island communities"
  ],
  "ambiguity_note": "While the cluster centers on remote Scottish geography, some entries touch on historical or archaeological features, creating a slight overlap with other domains."
}
```


Scottish Parliament
electoral regions
constituencies
MSPs
proportional representation
boundary reviews
first past the post
Holyrood
electoral system
additional member system
electoral wards
political representation

Scottish politics
electoral reform
local government in Scotland
democratic systems
political geography

```json
{
  "label": "Scottish Parliament Electoral Structure",
  "summary": "This cluster focuses on the electoral structure of the Scottish Parliament, including its constituencies, electoral regions, and the proportional representation system used to elect Members of the Scottish Parliament (MSPs). It covers the historical development, boundary changes, and regional composition of the electoral system.",
  "keywords": [
    "Scottish Parliament",
    "electoral regions",
    "constituencies",
    "MSPs",
    "proportional representation",
    "boundary reviews",
    "first past the post",
    "Holyrood",
    "electoral system",
    "additional member system",
    "electoral wards",
    "political representation"
  ],
  "neighboring_domains": [
    "Scottish politics",
    "electoral reform",
    "local government in Scotland",
    "democratic systems",
    "political geography"
  ],
  "ambiguity_note": "While the cluster centers on the electoral structure of the Scottish Parliament, some passages touch on related political parties and local representation, introducing a degree of thematic overlap."
}
```


stage actresses
early 20th century
film actresses
musical comedies
vaudeville performers
Edwardian theatre
actress biographies
Broadway
West End
theatrical careers
family connections
early cinema

theatre history
film history
vaudeville
musical theatre
biographical literature

```json
{
  "label": "Early 20th Century Stage and Film Actresses",
  "summary": "This cluster centers on biographical accounts of prominent stage and film actresses active primarily in the early 20th century, particularly in the United States and the United Kingdom. These women were known for their work in musical comedies, vaudeville, and early cinema, often with notable family ties to the entertainment industry.",
  "keywords": [
    "stage actresses",
    "early 20th century",
    "film actresses",
    "musical comedies",
    "vaudeville performers",
    "Edwardian theatre",
    "actress biographies",
    "Broadway",
    "West End",
    "theatrical careers",
    "family connections",
    "early cinema"
  ],
  "neighboring_domains": [
    "theatre history",
    "film history",
    "vaudeville",
    "musical theatre",
    "biographical literature"
  ],
  "ambiguity_note": "While the cluster is centered on stage and film actresses, some entries overlap with broader entertainment domains like vaudeville and musical theatre, and a few include family or personal life details that may blur the focus."
}
```


comic strips
comic books
Sunday comics
Golden Age of Comics
character syndication
reprint practices
comic formats
historical comics
comic publishers
strip serialization
comic industry
comic characters

popular culture
print media history
children's literature
entertainment media
graphic novels

```json
{
  "label": "Comic Strips and Publications",
  "summary": "This cluster focuses on comic strips, comic book publications, and related media from the early to mid-20th century, including historical details about specific titles, characters, formats, and industry practices.",
  "keywords": [
    "comic strips",
    "comic books",
    "Sunday comics",
    "Golden Age of Comics",
    "character syndication",
    "reprint practices",
    "comic formats",
    "historical comics",
    "comic publishers",
    "strip serialization",
    "comic industry",
    "comic characters"
  ],
  "neighboring_domains": [
    "popular culture",
    "print media history",
    "children's literature",
    "entertainment media",
    "graphic novels"
  ],
  "ambiguity_note": "While the cluster centers on comic strips and publications, some passages touch on broader media or cultural topics, introducing slight thematic variation."
}
```


cycling races
professional cyclists
UCI World Tour
cyclo-cross
team performances
race results
Belgian cycling
time trials
road cycling
team time trials
national championships
cycling teams

sports competitions
athletic performance
European sports events
professional sports teams
cycling history

```json
{
  "label": "Professional Cycling Events and Teams",
  "summary": "This cluster focuses on professional cycling, including race results, team performances, and notable athletes in both men's and women's road and cyclo-cross events. It highlights specific seasons, competitions, and individual achievements within the sport.",
  "keywords": [
    "cycling races",
    "professional cyclists",
    "UCI World Tour",
    "cyclo-cross",
    "team performances",
    "race results",
    "Belgian cycling",
    "time trials",
    "road cycling",
    "team time trials",
    "national championships",
    "cycling teams"
  ],
  "neighboring_domains": [
    "sports competitions",
    "athletic performance",
    "European sports events",
    "professional sports teams",
    "cycling history"
  ],
  "ambiguity_note": "The cluster includes both road and cyclo-cross events, and while the focus is on professional cycling, some overlap with amateur or national-level competitions may exist."
}
```


music in media
soundtrack usage
television soundtracks
film music
video game soundtracks
commercial music
song licensing
pop culture integration
album tracks in media
TV show music
movie soundtracks
music promotion

popular music
entertainment industry
media production
advertising
video game development

```json
{
  "label": "Music in Media",
  "summary": "This cluster focuses on songs and albums that have been prominently featured in various forms of media, including television shows, films, and video games. The content highlights the integration of music into popular culture and entertainment, emphasizing the use of tracks in soundtracks, commercials, and promotional material.",
  "keywords": [
    "music in media",
    "soundtrack usage",
    "television soundtracks",
    "film music",
    "video game soundtracks",
    "commercial music",
    "song licensing",
    "pop culture integration",
    "album tracks in media",
    "TV show music",
    "movie soundtracks",
    "music promotion"
  ],
  "neighboring_domains": [
    "popular music",
    "entertainment industry",
    "media production",
    "advertising",
    "video game development"
  ],
  "ambiguity_note": "While the cluster centers on music's role in media, some entries overlap with broader topics like band biographies or album details, adding a degree of mixed content."
}
```


Imperial Japanese Navy
World War II
naval battles
cruisers
battleships
destroyers
torpedo attacks
aircraft carriers
Battle of Leyte Gulf
Guadalcanal Campaign
Midway
naval warfare

World War II military history
naval strategy
Pacific Theater
military technology
shipbuilding and fleet operations

```json
{
  "label": "Imperial Japanese Navy in WWII",
  "summary": "This cluster focuses on the operations, battles, and key vessels of the Imperial Japanese Navy during World War II, particularly highlighting cruisers, battleships, and destroyers involved in major naval engagements such as the Battle of Leyte Gulf, the Battle of Midway, and the Guadalcanal Campaign.",
  "keywords": [
    "Imperial Japanese Navy",
    "World War II",
    "naval battles",
    "cruisers",
    "battleships",
    "destroyers",
    "torpedo attacks",
    "aircraft carriers",
    "Battle of Leyte Gulf",
    "Guadalcanal Campaign",
    "Midway",
    "naval warfare"
  ],
  "neighboring_domains": [
    "World War II military history",
    "naval strategy",
    "Pacific Theater",
    "military technology",
    "shipbuilding and fleet operations"
  ],
  "ambiguity_note": "While the cluster centers on Japanese naval operations in WWII, some passages overlap with broader themes of Pacific Theater strategy and Allied naval responses, creating a degree of thematic overlap."
}
```


minimum spanning tree
graph algorithms
matching
dynamic connectivity
constraint satisfaction
randomized algorithms
complexity analysis
heuristic methods
Borůvka's algorithm
Hopcroft–Karp algorithm
A* search
local search

Theoretical computer science
Combinatorial optimization
Data structures
Algorithm design
Computational complexity

```json
{
  "label": "Graph Algorithms and Optimization",
  "summary": "This cluster focuses on algorithms and techniques for solving problems in graph theory and optimization, including minimum spanning trees, matching, dynamic connectivity, and constraint satisfaction. It emphasizes algorithmic efficiency, complexity analysis, and randomized or heuristic approaches to improve performance.",
  "keywords": [
    "minimum spanning tree",
    "graph algorithms",
    "matching",
    "dynamic connectivity",
    "constraint satisfaction",
    "randomized algorithms",
    "complexity analysis",
    "heuristic methods",
    "Borůvka's algorithm",
    "Hopcroft–Karp algorithm",
    "A* search",
    "local search"
  ],
  "neighboring_domains": [
    "Theoretical computer science",
    "Combinatorial optimization",
    "Data structures",
    "Algorithm design",
    "Computational complexity"
  ],
  "ambiguity_note": "While the cluster centers on graph and optimization algorithms, some passages touch on related domains like constraint satisfaction and bioinformatics, introducing a degree of thematic overlap."
}
```


sedimentary rock
tectonic activity
unconformity
rifting
magmatic underplating
orogenic events
basin formation
fault structures
mountain belts
sedimentary deposition
continental crust
geological history

structural geology
paleogeography
volcanology
economic geology
plate tectonics

```json
{
  "label": "Sedimentary and Tectonic Geology",
  "summary": "This cluster focuses on the geological processes and formations related to sedimentary rock deposition, tectonic activity, and structural features such as basins, faults, and orogenic events. It includes descriptions of unconformities, rifting, magmatic underplating, and the evolution of mountain belts and sedimentary basins across various regions and time periods.",
  "keywords": [
    "sedimentary rock",
    "tectonic activity",
    "unconformity",
    "rifting",
    "magmatic underplating",
    "orogenic events",
    "basin formation",
    "fault structures",
    "mountain belts",
    "sedimentary deposition",
    "continental crust",
    "geological history"
  ],
  "neighboring_domains": [
    "structural geology",
    "paleogeography",
    "volcanology",
    "economic geology",
    "plate tectonics"
  ],
  "ambiguity_note": "While the cluster centers on sedimentary and tectonic processes, some passages touch on overlapping topics like magmatic activity and mineral deposits, introducing a degree of thematic variation."
}
```


folk music
roots music
blues
songwriting
album covers
acoustic music
American music traditions
music reinterpretation
country music
singer-songwriters
acoustic guitar
traditional songs

American popular music
music history
blues music
folk revival
songwriting techniques

```json
{
  "label": "American Folk and Roots Music",
  "summary": "This cluster centers on American folk, blues, and roots music, including songs, albums, and artists that reflect the traditions and evolution of these genres. It includes references to songwriting, covers, and reinterpretations of classic works by influential figures such as Bob Dylan, Johnny Cash, and others.",
  "keywords": [
    "folk music",
    "roots music",
    "blues",
    "songwriting",
    "album covers",
    "acoustic music",
    "American music traditions",
    "music reinterpretation",
    "country music",
    "singer-songwriters",
    "acoustic guitar",
    "traditional songs"
  ],
  "neighboring_domains": [
    "American popular music",
    "music history",
    "blues music",
    "folk revival",
    "songwriting techniques"
  ],
  "ambiguity_note": "While the cluster is centered on folk and roots music, some entries touch on broader rock and pop influences, creating a slight overlap with adjacent musical genres."
}
```


African footballers
European leagues
national teams
professional careers
youth academies
international representation
club transfers
Senegalese players
Cameroonian players
French clubs
midfielders
defenders

African sports culture
European football leagues
National team sports
Youth sports development
Professional athlete biographies

```json
{
  "label": "African Football Players in European Leagues",
  "summary": "This cluster consists of biographical passages about African professional footballers who have played in European leagues, detailing their early careers, international representation, and club histories across various European countries.",
  "keywords": [
    "African footballers",
    "European leagues",
    "national teams",
    "professional careers",
    "youth academies",
    "international representation",
    "club transfers",
    "Senegalese players",
    "Cameroonian players",
    "French clubs",
    "midfielders",
    "defenders"
  ],
  "neighboring_domains": [
    "African sports culture",
    "European football leagues",
    "National team sports",
    "Youth sports development",
    "Professional athlete biographies"
  ],
  "ambiguity_note": "While the cluster centers on African footballers in Europe, some entries include players with dual nationalities or mixed international affiliations, adding slight thematic variation."
}
```


IRA
INLA
UVF
UDA
The Troubles
paramilitary groups
Northern Ireland
retaliatory attacks
civilian casualties
security forces
Belfast
political violence

Irish Republicanism
Loyalist paramilitarism
Northern Ireland history
Conflict in the 20th century
Ethnic and sectarian violence

```json
{
  "label": "Northern Irish Paramilitary Conflicts",
  "summary": "This cluster centers on paramilitary activities and conflicts in Northern Ireland, particularly involving groups like the IRA, INLA, UVF, and UDA. It includes descriptions of violent feuds, attacks on civilians and security forces, and retaliatory actions during the Troubles and related periods.",
  "keywords": [
    "IRA",
    "INLA",
    "UVF",
    "UDA",
    "The Troubles",
    "paramilitary groups",
    "Northern Ireland",
    "retaliatory attacks",
    "civilian casualties",
    "security forces",
    "Belfast",
    "political violence"
  ],
  "neighboring_domains": [
    "Irish Republicanism",
    "Loyalist paramilitarism",
    "Northern Ireland history",
    "Conflict in the 20th century",
    "Ethnic and sectarian violence"
  ],
  "ambiguity_note": "While the cluster is centered on paramilitary violence in Northern Ireland, some passages touch on related themes like political feuds and drug-related conflicts, which may blur the boundaries of the main theme."
}
```


Supreme Court
High Court
Court of Appeal
Judiciary
Appellate jurisdiction
Court hierarchy
Legal proceedings
Constitutional court
Judicial review
Court divisions
Criminal and civil courts
Judicial structure

Constitutional law
Criminal law
Administrative law
Legal procedures
Governmental institutions

```json
{
  "label": "Judicial Systems and Court Structures",
  "summary": "This cluster focuses on the structure, functions, and hierarchy of judicial systems and courts in various jurisdictions, including descriptions of supreme courts, high courts, appellate divisions, and specialized judicial bodies.",
  "keywords": [
    "Supreme Court",
    "High Court",
    "Court of Appeal",
    "Judiciary",
    "Appellate jurisdiction",
    "Court hierarchy",
    "Legal proceedings",
    "Constitutional court",
    "Judicial review",
    "Court divisions",
    "Criminal and civil courts",
    "Judicial structure"
  ],
  "neighboring_domains": [
    "Constitutional law",
    "Criminal law",
    "Administrative law",
    "Legal procedures",
    "Governmental institutions"
  ],
  "ambiguity_note": "While the cluster centers on judicial systems, some variation exists in the specific roles and names of courts across different jurisdictions, which may introduce some ambiguity in interpretation."
}
```


Pakistan economy
international relations
urban development
transport infrastructure
education in Pakistan
non-profit organizations
trade and commerce
industrial growth
youth services
immigrant communities
public-private partnerships
economic corridors

South Asian geopolitics
Urban planning and development
International trade and investment
Non-governmental organizations
Transport and logistics

```json
{
  "label": "Pakistan Economic and Social Development",
  "summary": "This cluster centers on Pakistan's economic, social, and infrastructural development, including international relations, trade, education, and urban planning. It highlights efforts in industry, transportation, and community organizations aimed at improving quality of life and economic growth.",
  "keywords": [
    "Pakistan economy",
    "international relations",
    "urban development",
    "transport infrastructure",
    "education in Pakistan",
    "non-profit organizations",
    "trade and commerce",
    "industrial growth",
    "youth services",
    "immigrant communities",
    "public-private partnerships",
    "economic corridors"
  ],
  "neighboring_domains": [
    "South Asian geopolitics",
    "Urban planning and development",
    "International trade and investment",
    "Non-governmental organizations",
    "Transport and logistics"
  ],
  "ambiguity_note": "The cluster includes a mix of economic, social, and infrastructural topics, with some overlap into international relations and community services, making it somewhat multidisciplinary."
}
```


30 Rock
Parks and Recreation
television episodes
comedy sketches
character interactions
romantic subplots
TV show production
humor
recurring characters
sitcoms
actor cameos
episode summaries

Television Production
Sitcom Writing
Actor Performances
Media and Entertainment Industry
Popular Culture References

```json
{
  "label": "Television Comedy Episodes",
  "summary": "This cluster centers on episodes from television comedy series, particularly focusing on character dynamics, comedic sketches, and behind-the-scenes elements. It includes references to shows like '30 Rock', 'Parks and Recreation', and 'The Office', with a focus on humor, interpersonal relationships, and recurring themes such as workplace antics and romantic subplots.",
  "keywords": [
    "30 Rock",
    "Parks and Recreation",
    "television episodes",
    "comedy sketches",
    "character interactions",
    "romantic subplots",
    "TV show production",
    "humor",
    "recurring characters",
    "sitcoms",
    "actor cameos",
    "episode summaries"
  ],
  "neighboring_domains": [
    "Television Production",
    "Sitcom Writing",
    "Actor Performances",
    "Media and Entertainment Industry",
    "Popular Culture References"
  ],
  "ambiguity_note": "While the cluster is centered on television comedy episodes, some variation exists in the specific shows and themes covered, including workplace humor, romantic entanglements, and character-driven sketches."
}
```


US Air Force
bombardment squadron
expeditionary group
B-17 Flying Fortress
B-24 Liberator
B-47 Stratojet
B-52 Stratofortress
World War II
Cold War
Strategic Air Command
air refueling
combat operations

military aviation history
Cold War military operations
air force logistics
strategic bombing campaigns
military unit organization

```json
{
  "label": "US Air Force Bombardment and Expeditionary Units",
  "summary": "This cluster contains information about various United States Air Force units, primarily focused on bomber and expeditionary operations, spanning World War II through the Cold War. These units operated aircraft such as the B-17, B-24, B-26, B-47, and B-52, and were often involved in strategic bombing, training, and later, air refueling and airlift missions.",
  "keywords": [
    "US Air Force",
    "bombardment squadron",
    "expeditionary group",
    "B-17 Flying Fortress",
    "B-24 Liberator",
    "B-47 Stratojet",
    "B-52 Stratofortress",
    "World War II",
    "Cold War",
    "Strategic Air Command",
    "air refueling",
    "combat operations"
  ],
  "neighboring_domains": [
    "military aviation history",
    "Cold War military operations",
    "air force logistics",
    "strategic bombing campaigns",
    "military unit organization"
  ],
  "ambiguity_note": "Some units are described as inactive or provisional, and the cluster includes a mix of bomber, airlift, and reconnaissance roles, which may blur the central focus."
}
```


Weimar Republic
German politics
Reichsregierung
Kapp Putsch
Reichswehr
Nazi Party
Chancellor
President of Germany
Coalition governments
Political coalitions
Military leadership
Treaty of Versailles

German military history
Interwar European politics
Nazi rise to power
Constitutional history of Germany
European revolutions

```json
{
  "label": "Weimar Republic Politics",
  "summary": "This cluster focuses on political figures, events, and institutions during the Weimar Republic in Germany, including government cabinets, military leaders, political coalitions, and key historical events such as the Kapp Putsch and the rise of the Nazi Party.",
  "keywords": [
    "Weimar Republic",
    "German politics",
    "Reichsregierung",
    "Kapp Putsch",
    "Reichswehr",
    "Nazi Party",
    "Chancellor",
    "President of Germany",
    "Coalition governments",
    "Political coalitions",
    "Military leadership",
    "Treaty of Versailles"
  ],
  "neighboring_domains": [
    "German military history",
    "Interwar European politics",
    "Nazi rise to power",
    "Constitutional history of Germany",
    "European revolutions"
  ],
  "ambiguity_note": "While the cluster centers on Weimar Republic politics, some overlap exists with military history and the early rise of the Nazi Party, creating a mixed but coherent thematic focus."
}
```


Japanese RPGs
video game series
PlayStation 2
role-playing games
game development
game publishers
crossover games
tactical RPGs
action RPGs
game expansions
console games
game mechanics

Video game franchises
Game development history
Console gaming
Action-adventure games
Japanese pop culture

```json
{
  "label": "Japanese RPGs and Game Series",
  "summary": "This cluster centers on Japanese role-playing games (RPGs) and related game series, including their development, release history, gameplay mechanics, and connections to broader franchises. The content spans multiple platforms and highlights titles from various developers and publishers.",
  "keywords": [
    "Japanese RPGs",
    "video game series",
    "PlayStation 2",
    "role-playing games",
    "game development",
    "game publishers",
    "crossover games",
    "tactical RPGs",
    "action RPGs",
    "game expansions",
    "console games",
    "game mechanics"
  ],
  "neighboring_domains": [
    "Video game franchises",
    "Game development history",
    "Console gaming",
    "Action-adventure games",
    "Japanese pop culture"
  ],
  "ambiguity_note": "While the cluster is centered on Japanese RPGs, some entries overlap with action games, tactical games, and crossover titles, introducing some thematic variation."
}
```


minor league hockey
team relocation
arena management
hockey affiliations
expansion franchises
ice rink events
professional hockey leagues
team ownership
hockey attendance
junior hockey
sports venue development
hockey league restructuring

professional sports management
sports venue operations
amateur hockey development
sports franchise economics
regional sports culture

```json
{
  "label": "Minor League and Arena Hockey",
  "summary": "This cluster focuses on minor league ice hockey teams, their affiliations, relocations, and the arenas in which they play. It includes discussions of team ownership changes, expansion, and the role of specific venues in hosting games and events.",
  "keywords": [
    "minor league hockey",
    "team relocation",
    "arena management",
    "hockey affiliations",
    "expansion franchises",
    "ice rink events",
    "professional hockey leagues",
    "team ownership",
    "hockey attendance",
    "junior hockey",
    "sports venue development",
    "hockey league restructuring"
  ],
  "neighboring_domains": [
    "professional sports management",
    "sports venue operations",
    "amateur hockey development",
    "sports franchise economics",
    "regional sports culture"
  ],
  "ambiguity_note": "Some passages overlap with junior hockey or arena events beyond hockey, introducing slight thematic variation."
}
```


childhood adversity
family hardship
poverty
racial discrimination
early education challenges
parental absence
economic struggle
resilience
family migration
child labor
educational disruption
social inequality

Biographies of notable figures
Social history of the United States
Immigrant experiences
Childhood development and psychology
Racial and ethnic studies

```json
{
  "label": "Overcoming Adversity in Childhood",
  "summary": "This cluster centers on individuals who faced significant childhood hardships, including poverty, family instability, and racial or social discrimination, and how these experiences shaped their early lives and influenced their paths forward.",
  "keywords": [
    "childhood adversity",
    "family hardship",
    "poverty",
    "racial discrimination",
    "early education challenges",
    "parental absence",
    "economic struggle",
    "resilience",
    "family migration",
    "child labor",
    "educational disruption",
    "social inequality"
  ],
  "neighboring_domains": [
    "Biographies of notable figures",
    "Social history of the United States",
    "Immigrant experiences",
    "Childhood development and psychology",
    "Racial and ethnic studies"
  ],
  "ambiguity_note": "While the cluster centers on childhood adversity, the specific nature of the challenges and their long-term impacts vary, with some individuals later achieving academic or professional success and others facing ongoing struggles."
}
```


heavy metal
musicians
bands
thrash metal
hardcore punk
band members
album releases
influences
guitarists
drummers
band history
metal subgenres

rock music
extreme metal
music industry
music collaborations
music history

```json
{
  "label": "Heavy Metal Musicians and Bands",
  "summary": "This cluster centers on musicians, bands, and related activities within the heavy metal and related subgenres, including punk, thrash, and hardcore. It includes biographical details of artists, their band histories, collaborations, and influences.",
  "keywords": [
    "heavy metal",
    "musicians",
    "bands",
    "thrash metal",
    "hardcore punk",
    "band members",
    "album releases",
    "influences",
    "guitarists",
    "drummers",
    "band history",
    "metal subgenres"
  ],
  "neighboring_domains": [
    "rock music",
    "extreme metal",
    "music industry",
    "music collaborations",
    "music history"
  ],
  "ambiguity_note": "While the cluster is centered on heavy metal musicians and bands, some entries overlap with punk and alternative rock, creating a slightly mixed thematic boundary."
}
```


Summary: This cluster focuses on the political dynamics and reform movements in Iran, particularly in the post-revolutionary era. It includes discussions on the Islamic Republic's governance, human rights issues, the role of reformist and hardline factions, and major events such as the 2009 election protests. The content reflects tensions between reformist leaders like Mohammad Khatami and conservative authorities, as well as the impact of foreign relations and internal repression.

Iranian politics
Islamic Republic
reform movement
2009 election protests
human rights in Iran
Mohammad Khatami
Ayatollah Khamenei
People's Mujahedin of Iran
Basij
foreign relations of Iran
revolutionary courts
civil society in Iran

Middle Eastern politics
human rights in authoritarian regimes
revolutionary movements
Iran-US relations
Islamic governance

While the cluster centers on Iranian political reform and repression, some passages touch on broader themes like human rights and international relations, which may introduce some overlap with adjacent domains.


residence halls
living learning communities
student housing
residential life
first-year experience
affinity programs
house systems
student organizations
on-campus housing
residential communities
student activities
dormitory policies

Higher Education Administration
Student Life and Engagement
Campus Culture
Educational Programs
University Facilities Management

```json
{
  "label": "University Housing and Living Communities",
  "summary": "This cluster focuses on university residence halls, housing policies, and specialized living communities designed to foster student engagement, academic focus, and social development.",
  "keywords": [
    "residence halls",
    "living learning communities",
    "student housing",
    "residential life",
    "first-year experience",
    "affinity programs",
    "house systems",
    "student organizations",
    "on-campus housing",
    "residential communities",
    "student activities",
    "dormitory policies"
  ],
  "neighboring_domains": [
    "Higher Education Administration",
    "Student Life and Engagement",
    "Campus Culture",
    "Educational Programs",
    "University Facilities Management"
  ],
  "ambiguity_note": "While the cluster centers on university housing, some passages touch on broader campus life and student organizations, introducing slight thematic variation."
}
```


Ireland townlands
population census
land ownership
historical records
Tithe Applotment Books
Ordnance Survey maps
Great Famine
Beresford Estate
civil parish
local history
Cavan Carvaghs list
household data

Irish genealogy
local history archives
agrarian history
demographic studies
historical geography

```json
{
  "label": "Ireland Townland Histories",
  "summary": "This cluster contains historical descriptions of various townlands in Ireland, focusing on population data, housing, land ownership, and local historical records from the 17th to 20th centuries.",
  "keywords": [
    "Ireland townlands",
    "population census",
    "land ownership",
    "historical records",
    "Tithe Applotment Books",
    "Ordnance Survey maps",
    "Great Famine",
    "Beresford Estate",
    "civil parish",
    "local history",
    "Cavan Carvaghs list",
    "household data"
  ],
  "neighboring_domains": [
    "Irish genealogy",
    "local history archives",
    "agrarian history",
    "demographic studies",
    "historical geography"
  ],
  "ambiguity_note": "Some passages overlap with broader topics like regional history or economic activity, and a few townlands are described with multiple names or overlapping jurisdictions."
}
```


tang
blade components
fuller
woodworking
joinery
chamfer
rasp
dado
tool design
blacksmithing
carving
whittling

Metalworking
Carpentry
Weapon Design
Hand Tool Manufacturing
Craftsmanship

```json
{
  "label": "Tool Components and Woodworking Techniques",
  "summary": "This cluster focuses on the structural components of tools and weapons, particularly blades and their parts, as well as various woodworking techniques and joinery methods. It includes descriptions of tangs, fullers, chisels, rasps, and other tools used in shaping and assembling materials like wood and metal.",
  "keywords": [
    "tang",
    "blade components",
    "fuller",
    "woodworking",
    "joinery",
    "chamfer",
    "rasp",
    "dado",
    "tool design",
    "blacksmithing",
    "carving",
    "whittling"
  ],
  "neighboring_domains": [
    "Metalworking",
    "Carpentry",
    "Weapon Design",
    "Hand Tool Manufacturing",
    "Craftsmanship"
  ],
  "ambiguity_note": "While the cluster centers on tool components and woodworking, some passages touch on broader topics like engraving or martial arts tools, introducing a degree of thematic overlap."
}
```


card game
trump suit
bidding
scoring
trick-taking
deal
hand
strategy
gameplay
rules
point system
card ranking

Gambling and Wagering
Board Games
Recreational Activities
Social Games
Historical Games

```json
{
  "label": "Card Game Rules and Variants",
  "summary": "This cluster contains descriptions of various card games, including their rules, scoring systems, and gameplay mechanics. The content focuses on how different games are structured, played, and won, with an emphasis on common elements like dealing, bidding, trump suits, and scoring.",
  "keywords": [
    "card game",
    "trump suit",
    "bidding",
    "scoring",
    "trick-taking",
    "deal",
    "hand",
    "strategy",
    "gameplay",
    "rules",
    "point system",
    "card ranking"
  ],
  "neighboring_domains": [
    "Gambling and Wagering",
    "Board Games",
    "Recreational Activities",
    "Social Games",
    "Historical Games"
  ],
  "ambiguity_note": "While the cluster centers on card games, some entries describe specific variants with unique rules, which may overlap with broader categories like trick-taking or betting games."
}
```


Quran
Hadith
Sunnah
Muhammad
Ahl al-Bayt
Fiqh
Zakat
Five Pillars of Islam
Sharia
Imamate
Tawhid
Nabuwat

Religious Law
Theology
Ethics and Morality
Religious Practices
Comparative Religion

```json
{
  "label": "Islamic Theology and Jurisprudence",
  "summary": "This cluster centers on core concepts and practices in Islam, including theological doctrines, jurisprudence, and religious obligations. It explores the roles of the Quran, Hadith, and Sunnah, as well as the significance of figures like Muhammad and the Ahl al-Bayt. The cluster also touches on legal and ethical frameworks, such as Fiqh, Zakat, and the Five Pillars of Islam.",
  "keywords": [
    "Quran",
    "Hadith",
    "Sunnah",
    "Muhammad",
    "Ahl al-Bayt",
    "Fiqh",
    "Zakat",
    "Five Pillars of Islam",
    "Sharia",
    "Imamate",
    "Tawhid",
    "Nabuwat"
  ],
  "neighboring_domains": [
    "Religious Law",
    "Theology",
    "Ethics and Morality",
    "Religious Practices",
    "Comparative Religion"
  ],
  "ambiguity_note": "While the cluster is centered on Islamic theology and jurisprudence, some passages touch on related but distinct topics such as Sufism and Alevism, introducing some thematic variation."
}
```


Summary: This cluster centers on notable American cartoonists and comic artists who contributed to comic strips, comic books, and editorial cartoons. It includes individuals known for their work in syndicated newspapers, underground comix, and major publishing houses, highlighting their creative output, notable works, and career trajectories.

cartoonist
comic book artist
comic strip
underground comix
editorial cartoonist
syndicated comics
Popeye
Mad Magazine
Newspaper Enterprise Association
illustration
humor comics
art instruction

comic book history
American illustration
underground comix
editorial illustration
popular culture

While the cluster is centered on cartoonists and comics artists, some entries overlap with broader illustration or satire, and a few include tangential mentions of other artistic endeavors like sculpture or painting.


trams
electric trams
horse-drawn trams
trolleybuses
public transport history
urban transport
tramway systems
cable cars
bus replacement
historical transit
city transport evolution
railway conversion

public transportation history
urban infrastructure development
rail transport evolution
historical transportation technology
city planning and transit

```json
{
  "label": "Historical Tram Systems",
  "summary": "This cluster focuses on the historical development, operation, and eventual decline of tram systems in various cities, particularly in the UK, New Zealand, and Australia. It includes details on the transition from horse-drawn and steam-powered trams to electric and trolleybus systems, as well as the social and economic factors influencing their use and replacement.",
  "keywords": [
    "trams",
    "electric trams",
    "horse-drawn trams",
    "trolleybuses",
    "public transport history",
    "urban transport",
    "tramway systems",
    "cable cars",
    "bus replacement",
    "historical transit",
    "city transport evolution",
    "railway conversion"
  ],
  "neighboring_domains": [
    "public transportation history",
    "urban infrastructure development",
    "rail transport evolution",
    "historical transportation technology",
    "city planning and transit"
  ],
  "ambiguity_note": "While the cluster centers on tram systems, some passages also touch on related transport modes like buses and cable cars, creating a slight overlap with adjacent domains."
}
```


Guantanamo Detainees and Legal Challenges

Summary: This cluster focuses on the legal and ethical issues surrounding detainees held at the Guantanamo Bay detention camp, including their status as enemy combatants, the use of enhanced interrogation techniques, and the legal challenges to their detention under international law.

Guantanamo Bay
enemy combatants
detention
enhanced interrogation
habeas corpus
Combatant Status Review Tribunal
Geneva Conventions
war on terror
extrajudicial detention
legal challenges
torture allegations
military commissions

international law
human rights
military justice
counterterrorism
prisoner rights

The cluster includes some variation in focus, ranging from specific detainee cases to broader legal and policy debates, which may make it challenging to define a single, precise theme.


church architecture
Gothic style
buttresses
lancet windows
towers and spires
parapets
pinnacles
clerestory
gargoyles
bell openings
Decorated tracery
aisles and nave

religious architecture
medieval architecture
building design
historical structures
ecclesiastical art

```json
{
  "label": "Church Architecture Features",
  "summary": "This cluster focuses on the architectural features of various churches, particularly detailing structural elements such as towers, spires, buttresses, windows, and parapets. The descriptions emphasize stylistic elements like lancet windows, tracery, pinnacles, and gargoyle decorations, often referencing historical styles such as Gothic, Decorated, and Perpendicular.",
  "keywords": [
    "church architecture",
    "Gothic style",
    "buttresses",
    "lancet windows",
    "towers and spires",
    "parapets",
    "pinnacles",
    "clerestory",
    "gargoyles",
    "bell openings",
    "Decorated tracery",
    "aisles and nave"
  ],
  "neighboring_domains": [
    "religious architecture",
    "medieval architecture",
    "building design",
    "historical structures",
    "ecclesiastical art"
  ],
  "ambiguity_note": "While the cluster centers on church architecture, some variation exists in the specific styles and regional influences described, which may overlap with broader architectural or historical domains."
}
```


film history
cinema
film distribution
film studios
film noir
film cooperatives
film legislation
film production
film exhibition
film formats
film industry regulations
film movements

Media Studies
Cultural History
Entertainment Industry
Visual Arts
Communication Studies

```json
{
  "label": "Film Industry and History",
  "summary": "This cluster focuses on the development, structure, and cultural impact of the film industry, including historical milestones, distribution models, and the evolution of cinema as an art form and commercial enterprise.",
  "keywords": [
    "film history",
    "cinema",
    "film distribution",
    "film studios",
    "film noir",
    "film cooperatives",
    "film legislation",
    "film production",
    "film exhibition",
    "film formats",
    "film industry regulations",
    "film movements"
  ],
  "neighboring_domains": [
    "Media Studies",
    "Cultural History",
    "Entertainment Industry",
    "Visual Arts",
    "Communication Studies"
  ],
  "ambiguity_note": "While the cluster centers on film industry and history, some passages touch on related areas like film criticism, political influences on cinema, and specific film movements, which may introduce some thematic overlap with adjacent domains."
}
```


British authors
female writers
literary biographers
modernist literature
poets
novelists
literary circles
pseudonyms
20th-century literature
English literature
biographical writing
literary salons

Modernist literature
British cultural history
Women's contributions to literature
Biographical writing
Literary salons and movements

```json
{
  "label": "British Female Writers and Authors",
  "summary": "This cluster centers on notable British women known for their contributions to literature, including novels, poetry, and biographies. Many of these women were part of literary circles, had connections to prominent cultural and intellectual figures, and often wrote under pseudonyms or pen names.",
  "keywords": [
    "British authors",
    "female writers",
    "literary biographers",
    "modernist literature",
    "poets",
    "novelists",
    "literary circles",
    "pseudonyms",
    "20th-century literature",
    "English literature",
    "biographical writing",
    "literary salons"
  ],
  "neighboring_domains": [
    "Modernist literature",
    "British cultural history",
    "Women's contributions to literature",
    "Biographical writing",
    "Literary salons and movements"
  ],
  "ambiguity_note": "While the cluster is centered on British female writers, some entries include biographical details that overlap with political, academic, or artistic domains, creating a degree of thematic overlap."
}
```


Greek mythology
Trojan War
mythological genealogy
heroes
kings and rulers
legendary families
heroic quests
mythological ancestors
epic narratives
divine parentage
mythological conflicts
Argonauts

Classical literature
Ancient history
Folklore and legends
Religious mythology
Heroic epics

```json
{
  "label": "Greek Mythological Figures and Lineages",
  "summary": "This cluster centers on characters and family lineages from Greek mythology, particularly those connected to the Trojan War, heroic quests, and mythological genealogies. It includes kings, warriors, and deities, often emphasizing their roles in epic narratives and familial relationships.",
  "keywords": [
    "Greek mythology",
    "Trojan War",
    "mythological genealogy",
    "heroes",
    "kings and rulers",
    "legendary families",
    "heroic quests",
    "mythological ancestors",
    "epic narratives",
    "divine parentage",
    "mythological conflicts",
    "Argonauts"
  ],
  "neighboring_domains": [
    "Classical literature",
    "Ancient history",
    "Folklore and legends",
    "Religious mythology",
    "Heroic epics"
  ],
  "ambiguity_note": "While the cluster is centered on Greek mythology, some passages overlap with broader themes like historical figures or regional legends, introducing slight thematic variation."
}
```


Spanish conquest
conquistadors
colonial settlements
Hispaniola
Panama
Guatemala
New Spain
encomienda system
indigenous resistance
exploration
Spanish colonization
Americas

Indigenous history of the Americas
European exploration
Colonial administration
Military campaigns
Cultural exchange in the Americas

```json
{
  "label": "Spanish Conquest and Colonization",
  "summary": "This cluster centers on the Spanish conquest and colonization of the Americas, focusing on the activities of conquistadors, the establishment of settlements, and the interactions with indigenous populations during the 16th century.",
  "keywords": [
    "Spanish conquest",
    "conquistadors",
    "colonial settlements",
    "Hispaniola",
    "Panama",
    "Guatemala",
    "New Spain",
    "encomienda system",
    "indigenous resistance",
    "exploration",
    "Spanish colonization",
    "Americas"
  ],
  "neighboring_domains": [
    "Indigenous history of the Americas",
    "European exploration",
    "Colonial administration",
    "Military campaigns",
    "Cultural exchange in the Americas"
  ],
  "ambiguity_note": "While the cluster is centered on Spanish colonization, some passages touch on related themes like exploration and indigenous resistance, which may overlap with broader historical domains."
}
```


Indian Political Figures and Regional Politics

Summary: This cluster centers on Indian politicians, primarily from regional parties, detailing their political careers, affiliations, election results, and roles in state and national governance. The content reflects the dynamics of Indian political landscapes, including party transitions and local leadership.

Indian politicians
regional political parties
Lok Sabha elections
state legislative assemblies
BJP (Bharatiya Janata Party)
INLD (Indian National Lok Dal)
political affiliations
election campaigns
ministerial roles
political transitions
local governance
constituency representation

Indian political history
state-level governance in India
political party dynamics
election processes in India
regional political movements

The cluster includes a mix of politicians from different states and parties, with some overlap into broader national politics, making it challenging to define a single, narrow focus.


music in TV
pop culture references
TV show themes
song sampling
animated series
commercials
video game soundtracks
character cameos
music parody
soundtrack integration
TV commercials
cultural impact

Television Production
Music Industry
Animation
Video Game Sound Design
Advertising

```json
{
  "label": "Pop Culture and Media References",
  "summary": "This cluster centers on the intersection of music, television, and pop culture, particularly highlighting how songs, bands, and characters are referenced, sampled, or featured in TV shows, movies, and other media. It includes examples of music used in animated series, commercials, and video games, as well as the cultural impact of specific songs and characters.",
  "keywords": [
    "music in TV",
    "pop culture references",
    "TV show themes",
    "song sampling",
    "animated series",
    "commercials",
    "video game soundtracks",
    "character cameos",
    "music parody",
    "soundtrack integration",
    "TV commercials",
    "cultural impact"
  ],
  "neighboring_domains": [
    "Television Production",
    "Music Industry",
    "Animation",
    "Video Game Sound Design",
    "Advertising"
  ],
  "ambiguity_note": "While the cluster is centered on media and music intersections, some entries touch on broader entertainment topics, making the boundaries somewhat fluid."
}
```


French Revolution
Napoleonic era
French statesmen
political figures
ancien régime
military service
government officials
lawyers
deputies
royal administration
revolutionary politics
French Empire

European history
Political history of France
Revolutionary France
Napoleonic France
French military history

```json
{
  "label": "French Revolutionary and Napoleonic Era Statesmen",
  "summary": "This cluster centers on notable French political and administrative figures from the late 18th and early 19th centuries, particularly those active during the French Revolution and the Napoleonic era. These individuals often held roles in government, law, or military service, and many were involved in the transition from the Ancien Régime to revolutionary and imperial governance.",
  "keywords": [
    "French Revolution",
    "Napoleonic era",
    "French statesmen",
    "political figures",
    "ancien régime",
    "military service",
    "government officials",
    "lawyers",
    "deputies",
    "royal administration",
    "revolutionary politics",
    "French Empire"
  ],
  "neighboring_domains": [
    "European history",
    "Political history of France",
    "Revolutionary France",
    "Napoleonic France",
    "French military history"
  ],
  "ambiguity_note": "While the cluster is centered on French political and administrative figures, some variation exists in the time periods and specific roles, with a few individuals spanning the Ancien Régime into the revolutionary and imperial periods."
}
```


Nigerian gospel music
Nollywood
entertainment industry
celebrity management
music production
film production
media personalities
African music
gospel artists
entertainment companies
documentary filmmaking
Nigerian celebrities

African music culture
Christian music
film and television production
media and communications
entertainment business

```json
{
  "label": "Nigerian Entertainment Industry",
  "summary": "This cluster centers on the Nigerian entertainment industry, particularly focusing on music, film, and media personalities. It includes gospel music, Nollywood film production, celebrity management, and media platforms that promote and document the work of Nigerian artists both locally and internationally.",
  "keywords": [
    "Nigerian gospel music",
    "Nollywood",
    "entertainment industry",
    "celebrity management",
    "music production",
    "film production",
    "media personalities",
    "African music",
    "gospel artists",
    "entertainment companies",
    "documentary filmmaking",
    "Nigerian celebrities"
  ],
  "neighboring_domains": [
    "African music culture",
    "Christian music",
    "film and television production",
    "media and communications",
    "entertainment business"
  ],
  "ambiguity_note": "While the cluster is centered on Nigerian entertainment, some entries touch on broader themes like social advocacy and education, which may introduce slight thematic overlap with adjacent domains."
}
```


Atari 2600
ZX Spectrum
Commodore 64
homebrew games
video game development
8-bit computers
game publishing
isometric games
arcade ports
retro gaming
game engines
home computer games

Video game history
Retro computing
Game development tools
Console hardware
Computer software publishing

```json
{
  "label": "Classic Home Computer and Console Games",
  "summary": "This cluster focuses on early home computer and console video games, including their development, publishing, and technical aspects. It covers titles from the 1980s for systems like the Atari 2600, ZX Spectrum, Commodore 64, and others, as well as game engines and homebrew development.",
  "keywords": [
    "Atari 2600",
    "ZX Spectrum",
    "Commodore 64",
    "homebrew games",
    "video game development",
    "8-bit computers",
    "game publishing",
    "isometric games",
    "arcade ports",
    "retro gaming",
    "game engines",
    "home computer games"
  ],
  "neighboring_domains": [
    "Video game history",
    "Retro computing",
    "Game development tools",
    "Console hardware",
    "Computer software publishing"
  ],
  "ambiguity_note": "The cluster includes a mix of specific game titles, development companies, and hardware platforms, which may overlap with broader topics like general video game history or retro computing."
}
```


phonology
articulation
consonant gradation
vowel length
nasal consonants
register distinctions
syllable reduction
palatalization
stop consonants
tone accents
sound systems
language phonetics

Linguistic typology
Language phonetics
Morphology
Historical linguistics
Syllable structure

```json
{
  "label": "Phonological Features and Sound Systems",
  "summary": "This cluster focuses on phonological and phonetic features of languages, including articulation, consonant and vowel distinctions, tonal accents, and sound changes. It covers topics like register, palatalization, nasal consonants, and syllable reduction, often in the context of specific languages or language families.",
  "keywords": [
    "phonology",
    "articulation",
    "consonant gradation",
    "vowel length",
    "nasal consonants",
    "register distinctions",
    "syllable reduction",
    "palatalization",
    "stop consonants",
    "tone accents",
    "sound systems",
    "language phonetics"
  ],
  "neighboring_domains": [
    "Linguistic typology",
    "Language phonetics",
    "Morphology",
    "Historical linguistics",
    "Syllable structure"
  ],
  "ambiguity_note": "While the cluster centers on phonological features, some passages touch on orthography, morphology, or language-specific sound changes, introducing some variation in focus."
}
```


science fiction films
production design
special effects
film directors
science fiction themes
movie monsters
space exploration in cinema
futuristic technology
film festivals
creature design
sci-fi adaptations
apocalyptic fiction

film history
science fiction literature
entertainment industry
visual effects
popular culture

```json
{
  "label": "Science Fiction Films and Design",
  "summary": "This cluster centers on science fiction films, their production, and the creative professionals involved in designing and conceptualizing their visual and narrative elements. It includes discussions of directors, production designers, special effects artists, and the cultural impact of sci-fi cinema.",
  "keywords": [
    "science fiction films",
    "production design",
    "special effects",
    "film directors",
    "science fiction themes",
    "movie monsters",
    "space exploration in cinema",
    "futuristic technology",
    "film festivals",
    "creature design",
    "sci-fi adaptations",
    "apocalyptic fiction"
  ],
  "neighboring_domains": [
    "film history",
    "science fiction literature",
    "entertainment industry",
    "visual effects",
    "popular culture"
  ],
  "ambiguity_note": "While the cluster is centered on science fiction films and design, some passages touch on horror, post-apocalyptic themes, and general film production, creating a slight overlap with adjacent genres and topics."
}
```


charter airlines
regional airlines
wet lease
airline operations
European aviation
aircraft fleet
bankruptcy
airline history
ACMI services
airline expansion
airline acquisitions
airline routes

Aviation industry
Cargo and freight services
Airline business models
European transportation
Aircraft leasing

```json
{
  "label": "Charter and Regional Airlines",
  "summary": "This cluster focuses on regional and charter airlines, primarily in Europe, with some operations in the U.S. and other global regions. These airlines typically operate smaller fleets, offer on-demand or seasonal services, and often engage in wet lease or ACMI arrangements. Many have short operational lifespans or have undergone financial difficulties.",
  "keywords": [
    "charter airlines",
    "regional airlines",
    "wet lease",
    "airline operations",
    "European aviation",
    "aircraft fleet",
    "bankruptcy",
    "airline history",
    "ACMI services",
    "airline expansion",
    "airline acquisitions",
    "airline routes"
  ],
  "neighboring_domains": [
    "Aviation industry",
    "Cargo and freight services",
    "Airline business models",
    "European transportation",
    "Aircraft leasing"
  ],
  "ambiguity_note": "Some entries overlap with broader airline industry topics, and a few mention international operations or fleet details that could blur into adjacent domains like cargo aviation or aircraft leasing."
}
```


English footballer
youth academy
professional debut
loan spell
club career
midfielder
defender
winger
under-17 international
Premier League
EFL Championship
National League

Football club management
Youth sports development
Professional sports careers
English football leagues
International youth football

```json
{
  "label": "English Footballers and Their Careers",
  "summary": "This cluster contains biographical information about English footballers, focusing on their early careers, youth academies, professional development, and club affiliations. The passages highlight their progression from youth systems to professional teams, loan spells, and international youth representation.",
  "keywords": [
    "English footballer",
    "youth academy",
    "professional debut",
    "loan spell",
    "club career",
    "midfielder",
    "defender",
    "winger",
    "under-17 international",
    "Premier League",
    "EFL Championship",
    "National League"
  ],
  "neighboring_domains": [
    "Football club management",
    "Youth sports development",
    "Professional sports careers",
    "English football leagues",
    "International youth football"
  ],
  "ambiguity_note": "While the cluster centers on English footballers, some passages include brief mentions of non-league football or mixed career paths, adding slight variation in focus."
}
```


pharmaceutical drugs
cancer treatment
hypertension
autoimmune diseases
drug interactions
side effects
chemotherapy
antibiotics
antiarrhythmic drugs
clinical trials
prostate cancer
gout treatment

oncology
cardiology
pharmacology
immunology
infectious diseases

```json
{
  "label": "Pharmaceutical Drugs and Treatments",
  "summary": "This cluster focuses on a variety of pharmaceutical drugs and their uses in treating different medical conditions, including cancers, hypertension, infections, and autoimmune diseases. It includes discussions on drug mechanisms, side effects, interactions, and clinical applications.",
  "keywords": [
    "pharmaceutical drugs",
    "cancer treatment",
    "hypertension",
    "autoimmune diseases",
    "drug interactions",
    "side effects",
    "chemotherapy",
    "antibiotics",
    "antiarrhythmic drugs",
    "clinical trials",
    "prostate cancer",
    "gout treatment"
  ],
  "neighboring_domains": [
    "oncology",
    "cardiology",
    "pharmacology",
    "immunology",
    "infectious diseases"
  ],
  "ambiguity_note": "While the cluster centers on pharmaceutical drugs, some entries overlap with topics like drug development, clinical trials, and specific disease treatments, leading to a broad and somewhat overlapping thematic scope."
}
```


young protagonists
escape
survival
adventure
fantasy
isolation
personal transformation
hostile environments
surreal settings
internal conflict
dangerous journeys
character development

Coming-of-age fiction
Adventure fiction
Fantasy literature
Post-apocalyptic fiction
Psychological fiction

```json
{
  "label": "Youthful Escapes and Survival",
  "summary": "This cluster centers on narratives involving young protagonists navigating dangerous or surreal environments, often involving escape, survival, and personal transformation. These stories frequently blend elements of adventure, fantasy, and psychological growth, with characters facing external threats or internal conflicts in isolated or hostile settings.",
  "keywords": [
    "young protagonists",
    "escape",
    "survival",
    "adventure",
    "fantasy",
    "isolation",
    "personal transformation",
    "hostile environments",
    "surreal settings",
    "internal conflict",
    "dangerous journeys",
    "character development"
  ],
  "neighboring_domains": [
    "Coming-of-age fiction",
    "Adventure fiction",
    "Fantasy literature",
    "Post-apocalyptic fiction",
    "Psychological fiction"
  ],
  "ambiguity_note": "While the cluster centers on youth and survival, some passages include adult characters or blend genres in ways that may blur the boundaries with broader adventure or fantasy categories."
}
```


food safety
military rations
adulterated food
ready-to-eat meals
contamination risks
freeze-drying
field rations
food policy
commodity checkoff programs
meat products
food preservation
nutritional standards

public health
agricultural policy
nutrition science
military logistics
food advertising

```json
{
  "label": "Food Safety and Military Rations",
  "summary": "This cluster centers on food safety concerns, military and field rations, and related policies. It includes discussions of contamination risks, food preservation methods, and the development of ready-to-eat meals for military use, as well as broader food policy and advertising initiatives.",
  "keywords": [
    "food safety",
    "military rations",
    "adulterated food",
    "ready-to-eat meals",
    "contamination risks",
    "freeze-drying",
    "field rations",
    "food policy",
    "commodity checkoff programs",
    "meat products",
    "food preservation",
    "nutritional standards"
  ],
  "neighboring_domains": [
    "public health",
    "agricultural policy",
    "nutrition science",
    "military logistics",
    "food advertising"
  ],
  "ambiguity_note": "The cluster spans both technical food safety issues and practical military meal development, with some overlap into food policy and marketing, making it somewhat multidisciplinary."
}
```


metaphysics
epistemology
rationalism
empiricism
Immanuel Kant
David Hume
a priori knowledge
phenomenology
reason
perception
causality
German idealism

Philosophy of Science
Ethics
Logic
Cognitive Science
History of Philosophy

```json
{
  "label": "Philosophical Foundations and Epistemology",
  "summary": "This cluster centers on foundational philosophical concepts and theories related to knowledge, reality, perception, and the structure of human understanding. It includes discussions of metaphysics, epistemology, rationalism, empiricism, and key figures like Kant, Hume, and Aristotle, focusing on how knowledge is acquired, the nature of existence, and the limits of human cognition.",
  "keywords": [
    "metaphysics",
    "epistemology",
    "rationalism",
    "empiricism",
    "Immanuel Kant",
    "David Hume",
    "a priori knowledge",
    "phenomenology",
    "reason",
    "perception",
    "causality",
    "German idealism"
  ],
  "neighboring_domains": [
    "Philosophy of Science",
    "Ethics",
    "Logic",
    "Cognitive Science",
    "History of Philosophy"
  ],
  "ambiguity_note": "While the cluster is centered on philosophical inquiry, some passages touch on adjacent domains like science and ethics, and the overlap between rationalist and empiricist traditions introduces some conceptual fluidity."
}
```


biography
public figures
death
health
family
legacy
celebrities
personal life
illness
marriage
cause of death
notable individuals

celebrity biographies
health and medicine
family history
public life and legacy
obituaries

```json
{
  "label": "Notable Individuals and Their Lives",
  "summary": "This cluster consists of biographical passages about notable individuals, primarily public figures, detailing their personal lives, careers, marriages, and causes of death. The content often includes information about their health, family, and legacies.",
  "keywords": ["biography", "public figures", "death", "health", "family", "legacy", "celebrities", "personal life", "illness", "marriage", "cause of death", "notable individuals"],
  "neighboring_domains": ["celebrity biographies", "health and medicine", "family history", "public life and legacy", "obituaries"],
  "ambiguity_note": "While the cluster centers on biographical details of notable individuals, some variation exists in the prominence and nature of the figures described."
}
```