plant taxonomy
botanical nomenclature
species description
Linnaean system
plant classification
common names
scientific names
botanical history
taxonomic revisions
plant genera
herbarium specimens
botanical authors

botany
systematic biology
plant ecology
horticulture
biogeography

```json
{
  "label": "Botanical Taxonomy and Nomenclature",
  "summary": "This cluster focuses on the classification, naming, and historical descriptions of various plant species, with an emphasis on taxonomic revisions, common and scientific names, and the contributions of early botanists like Carl Linnaeus.",
  "keywords": [
    "plant taxonomy",
    "botanical nomenclature",
    "species description",
    "Linnaean system",
    "plant classification",
    "common names",
    "scientific names",
    "botanical history",
    "taxonomic revisions",
    "plant genera",
    "herbarium specimens",
    "botanical authors"
  ],
  "neighboring_domains": [
    "botany",
    "systematic biology",
    "plant ecology",
    "horticulture",
    "biogeography"
  ],
  "ambiguity_note": "While the cluster centers on botanical taxonomy, some entries touch on ecological or horticultural aspects, introducing minor thematic variation."
}
```


British aristocracy
military officers
family lineage
World War I
marriages
children and descendants
Royal Navy
British Empire
social status
landed estates
military service
historical families

British military history
Victorian and Edwardian society
genealogy and family history
colonial history
British nobility

```json
{
  "label": "British Aristocracy and Military Families",
  "summary": "This cluster centers on biographical accounts of British aristocrats, military officers, and their families, detailing their marriages, children, military careers, and social roles during the late 19th to mid-20th centuries.",
  "keywords": [
    "British aristocracy",
    "military officers",
    "family lineage",
    "World War I",
    "marriages",
    "children and descendants",
    "Royal Navy",
    "British Empire",
    "social status",
    "landed estates",
    "military service",
    "historical families"
  ],
  "neighboring_domains": [
    "British military history",
    "Victorian and Edwardian society",
    "genealogy and family history",
    "colonial history",
    "British nobility"
  ],
  "ambiguity_note": "While the cluster is centered on aristocratic and military families, some entries include tangential details about cultural or professional pursuits, introducing slight thematic variation."
}
```


video game reviews
gameplay mechanics
visual design
user experience
platformer games
action-adventure games
critique
entertainment value
retrospective reviews
game ratings
platform comparisons
game design flaws

video game development
gaming culture
entertainment journalism
interactive media analysis
digital entertainment history

```json
{
  "label": "Video Game Reviews and Critiques",
  "summary": "This cluster contains reviews and critiques of various video games across multiple platforms and genres, focusing on gameplay mechanics, visual design, user experience, and overall entertainment value. The content reflects a central theme of evaluating and analyzing video games from a critical and journalistic perspective.",
  "keywords": [
    "video game reviews",
    "gameplay mechanics",
    "visual design",
    "user experience",
    "platformer games",
    "action-adventure games",
    "critique",
    "entertainment value",
    "retrospective reviews",
    "game ratings",
    "platform comparisons",
    "game design flaws"
  ],
  "neighboring_domains": [
    "video game development",
    "gaming culture",
    "entertainment journalism",
    "interactive media analysis",
    "digital entertainment history"
  ],
  "ambiguity_note": "While the cluster centers on video game reviews, some entries touch on broader topics like game design and player demographics, introducing slight thematic variation."
}
```


U.S. Army
infantry regiments
field artillery
military units
World War II
Vietnam War
National Guard
reorganization
activation and inactivation
brigade combat teams
military history
divisional structure

Military history
U.S. military structure
World War I and II units
National Guard history
Combat operations

```json
{
  "label": "U.S. Army Infantry and Artillery Units",
  "summary": "This cluster contains historical and organizational information about U.S. Army infantry and field artillery regiments and brigades, including their activation, reorganization, deployments, and roles in major conflicts such as World War I, World War II, and the Vietnam War.",
  "keywords": [
    "U.S. Army",
    "infantry regiments",
    "field artillery",
    "military units",
    "World War II",
    "Vietnam War",
    "National Guard",
    "reorganization",
    "activation and inactivation",
    "brigade combat teams",
    "military history",
    "divisional structure"
  ],
  "neighboring_domains": [
    "Military history",
    "U.S. military structure",
    "World War I and II units",
    "National Guard history",
    "Combat operations"
  ],
  "ambiguity_note": "Some passages overlap with broader military history or specific conflicts, but the cluster centers on the structure and evolution of U.S. Army infantry and artillery units."
}
```


European Union
EU institutions
European Commission
European Parliament
Council of the European Union
EU policies
European integration
EU decision-making
EU economic relationships
European Neighbourhood Policy
EU funding programs
EU information services

International relations
European politics
Economic policy
Public administration
Legal frameworks

```json
{
  "label": "European Union Institutions and Policies",
  "summary": "This cluster focuses on the structure, functions, and policies of the European Union, including its institutions, decision-making processes, economic and foreign relations, and mechanisms for citizen engagement and information dissemination.",
  "keywords": [
    "European Union",
    "EU institutions",
    "European Commission",
    "European Parliament",
    "Council of the European Union",
    "EU policies",
    "European integration",
    "EU decision-making",
    "EU economic relationships",
    "European Neighbourhood Policy",
    "EU funding programs",
    "EU information services"
  ],
  "neighboring_domains": [
    "International relations",
    "European politics",
    "Economic policy",
    "Public administration",
    "Legal frameworks"
  ],
  "ambiguity_note": "Some passages touch on related topics such as European Free Trade Association and neighboring countries, which may slightly blur the focus on the EU itself."
}
```


video projector
flat panel display
television
LCD
light valve
digital video effect
rear-projection television
electronic visual display
laser display
on-screen display
CRT
DLP

Consumer electronics
Computer hardware
Entertainment technology
Optical engineering
Broadcasting

```json
{
  "label": "Video and Display Technologies",
  "summary": "This cluster focuses on various technologies related to video projection, electronic displays, and visual presentation systems, including flat-panel displays, projectors, television systems, and related components like light valves and digital effects.",
  "keywords": [
    "video projector",
    "flat panel display",
    "television",
    "LCD",
    "light valve",
    "digital video effect",
    "rear-projection television",
    "electronic visual display",
    "laser display",
    "on-screen display",
    "CRT",
    "DLP"
  ],
  "neighboring_domains": [
    "Consumer electronics",
    "Computer hardware",
    "Entertainment technology",
    "Optical engineering",
    "Broadcasting"
  ],
  "ambiguity_note": "While the cluster centers on display and projection technologies, some passages touch on related fields like performance arts and digital signal processing, introducing a degree of thematic overlap."
}
```


English county cricket
first-class cricket
List A cricket
batting statistics
bowling averages
county matches
cricketer biographies
Kent
Somerset
Hampshire
five-wicket hauls
half-centuries

sports statistics
English sports history
cricket player careers
county sports teams
biographical sports data

```json
{
  "label": "English County Cricket Players",
  "summary": "This cluster contains biographical information about English cricketers who played first-class and List A cricket, primarily for county teams. The passages describe their batting and bowling statistics, career highlights, and notable performances in matches against teams like Kent, Somerset, and Hampshire.",
  "keywords": ["English county cricket", "first-class cricket", "List A cricket", "batting statistics", "bowling averages", "county matches", "cricketer biographies", "Kent", "Somerset", "Hampshire", "five-wicket hauls", "half-centuries"],
  "neighboring_domains": ["sports statistics", "English sports history", "cricket player careers", "county sports teams", "biographical sports data"],
  "ambiguity_note": "While the cluster centers on English county cricket players, some passages include brief mentions of other sports or roles, such as golf or journalism, which may introduce minor thematic variation."
}
```


European organizations
intergovernmental cooperation
member states
policy coordination
education networks
health systems
telecommunications
scientific collaboration
tourism promotion
energy regulation
history education
European Union

European Union institutions
International policy organizations
European education networks
Health policy and systems
Scientific and technical cooperation

```json
{
  "label": "European Intergovernmental Organizations",
  "summary": "This cluster centers on intergovernmental and international organizations based in Europe, primarily focused on policy, education, health, and technical cooperation among European countries. These organizations often involve member states from across Europe and sometimes beyond, and they aim to foster collaboration, standardization, and shared goals in specialized fields.",
  "keywords": [
    "European organizations",
    "intergovernmental cooperation",
    "member states",
    "policy coordination",
    "education networks",
    "health systems",
    "telecommunications",
    "scientific collaboration",
    "tourism promotion",
    "energy regulation",
    "history education",
    "European Union"
  ],
  "neighboring_domains": [
    "European Union institutions",
    "International policy organizations",
    "European education networks",
    "Health policy and systems",
    "Scientific and technical cooperation"
  ],
  "ambiguity_note": "While the cluster is centered on European intergovernmental organizations, some entries overlap with broader international or educational networks, introducing some thematic variation."
}
```


dinosaur fossils
paleontological history
fossil discoveries
museum exhibitions
prehistoric mammals
ichnology
paleontologists
U.S. paleontology
bonebeds
trace fossils
fossil research
dinosaur evolution

Dinosaur biology
Prehistoric life
Museum science
Geological history
Evolutionary biology

```json
{
  "label": "History and Discoveries in Paleontology",
  "summary": "This cluster focuses on the history and major fossil discoveries in paleontology, particularly in the United States, with an emphasis on dinosaur and prehistoric mammal finds, museum exhibitions, and the contributions of key paleontologists and institutions.",
  "keywords": [
    "dinosaur fossils",
    "paleontological history",
    "fossil discoveries",
    "museum exhibitions",
    "prehistoric mammals",
    "ichnology",
    "paleontologists",
    "U.S. paleontology",
    "bonebeds",
    "trace fossils",
    "fossil research",
    "dinosaur evolution"
  ],
  "neighboring_domains": [
    "Dinosaur biology",
    "Prehistoric life",
    "Museum science",
    "Geological history",
    "Evolutionary biology"
  ],
  "ambiguity_note": "While the cluster centers on paleontological history and discoveries, some passages touch on related topics like museum curation and creationist interpretations, which may introduce some thematic overlap or ambiguity."
}
```


Interstate highways
U.S. Route business loops
Highway interchanges
State highway overlaps
Freeway bypasses
Local road connections
Highway termini
Expressway alignments
Business route designations
Highway concurrency
Regional transportation networks
Highway infrastructure

Transportation infrastructure
Regional geography
Highway planning
Urban and suburban development
State and federal road systems

```json
{
  "label": "U.S. and Interstate Highway Business Routes",
  "summary": "This cluster focuses on the descriptions of business routes and special alignments of U.S. and Interstate highways, particularly detailing their connections, overlaps, and local termini in various states. The content emphasizes the routing, interchanges, and geographic relationships of these highways with local roads and other routes.",
  "keywords": [
    "Interstate highways",
    "U.S. Route business loops",
    "Highway interchanges",
    "State highway overlaps",
    "Freeway bypasses",
    "Local road connections",
    "Highway termini",
    "Expressway alignments",
    "Business route designations",
    "Highway concurrency",
    "Regional transportation networks",
    "Highway infrastructure"
  ],
  "neighboring_domains": [
    "Transportation infrastructure",
    "Regional geography",
    "Highway planning",
    "Urban and suburban development",
    "State and federal road systems"
  ],
  "ambiguity_note": "Some passages describe both business routes and main highways, creating slight overlap with broader transportation topics, though the cluster centers on specific route designations and local alignments."
}
```


engineering colleges
technical education
Indian universities
AICTE approval
B.Tech programs
campus facilities
affiliated universities
engineering courses
student activities
technical institutions
postgraduate programs
educational infrastructure

```json
{
  "label": "Indian Engineering Colleges and Technical Education",
  "summary": "This cluster focuses on engineering colleges and technical education institutions in India, detailing their affiliations, approvals, academic programs, infrastructure, and co-curricular activities.",
  "keywords": [
    "engineering colleges",
    "technical education",
    "Indian universities",
    "AICTE approval",
    "B.Tech programs",
    "campus facilities",
    "affiliated universities",
    "engineering courses",
    "student activities",
    "technical institutions",
    "postgraduate programs",
    "educational infrastructure"
  ],
  "neighboring_domains": [
    "Higher education in India",
    "Management and business education",
    "Technical and vocational training",
    "University administration and governance",
    "Educational policy and accreditation"
  ],
  "ambiguity_note": "While the cluster centers on engineering education in India, some variation exists in the types of institutions and specific programs offered, leading to minor thematic overlaps with management and technical training."
}
```


seabirds
island habitats
bird conservation
Important Bird Areas
penguin colonies
albatrosses
terns
petrels
invasive species
migratory birds
nesting sites
marine ecosystems

Marine biology
Island ecology
Wildlife conservation
Bird migration
Coastal ecosystems

```json
{
  "label": "Seabird Habitats and Conservation",
  "summary": "This cluster focuses on islands and coastal regions that serve as critical habitats for a wide range of seabirds, including penguins, albatrosses, terns, and petrels. These areas are often designated as Important Bird Areas and are impacted by human activity, invasive species, and conservation efforts.",
  "keywords": [
    "seabirds",
    "island habitats",
    "bird conservation",
    "Important Bird Areas",
    "penguin colonies",
    "albatrosses",
    "terns",
    "petrels",
    "invasive species",
    "migratory birds",
    "nesting sites",
    "marine ecosystems"
  ],
  "neighboring_domains": [
    "Marine biology",
    "Island ecology",
    "Wildlife conservation",
    "Bird migration",
    "Coastal ecosystems"
  ],
  "ambiguity_note": "While the cluster centers on seabird habitats, some passages also mention reptiles, turtles, and other coastal wildlife, indicating a degree of overlap with broader marine and island ecology topics."
}
```


hip-hop
rapper
producer
record label
mixtape
underground music
collaboration
album release
music career
rap battles
independent artist
genre fusion

Music Production
Urban Culture
Entertainment Industry
Rap Subgenres
Artist Management

```json
{
  "label": "Hip-Hop Artists and Producers",
  "summary": "This cluster centers on individuals involved in the hip-hop music industry, including rappers, producers, and record executives. The content highlights their careers, collaborations, and contributions to the genre, spanning underground and mainstream scenes.",
  "keywords": [
    "hip-hop",
    "rapper",
    "producer",
    "record label",
    "mixtape",
    "underground music",
    "collaboration",
    "album release",
    "music career",
    "rap battles",
    "independent artist",
    "genre fusion"
  ],
  "neighboring_domains": [
    "Music Production",
    "Urban Culture",
    "Entertainment Industry",
    "Rap Subgenres",
    "Artist Management"
  ],
  "ambiguity_note": "While the cluster is centered on hip-hop, some entries include artists with diverse musical styles or international backgrounds, adding a degree of variation."
}
```


oil industry
offshore drilling
Gulf of Mexico
petroleum production
oil companies
directional drilling
oil spills
energy regulation
oil exploration
U.S. oil history
natural gas
energy policy

Energy policy
Environmental regulation
Corporate history
Geology and resource extraction
Transportation and logistics

```json
{
  "label": "Petroleum Industry in the United States",
  "summary": "This cluster focuses on the history, development, and operations of the petroleum industry in the United States, including offshore drilling, major companies, environmental impacts, and regulatory issues.",
  "keywords": [
    "oil industry",
    "offshore drilling",
    "Gulf of Mexico",
    "petroleum production",
    "oil companies",
    "directional drilling",
    "oil spills",
    "energy regulation",
    "oil exploration",
    "U.S. oil history",
    "natural gas",
    "energy policy"
  ],
  "neighboring_domains": [
    "Energy policy",
    "Environmental regulation",
    "Corporate history",
    "Geology and resource extraction",
    "Transportation and logistics"
  ],
  "ambiguity_note": "Some passages touch on related topics like oil shale and international operations, which slightly blur the focus on the U.S. petroleum industry."
}
```


Antarctica
geographic features
mountains
bays
islands
exploration
polar expeditions
place names
Antarctic Peninsula
ice formations
historical surveys
geographical mapping

Polar History
Glaciology
Geography
Maritime Exploration
Cartography

```json
{
  "label": "Antarctic Geography and Exploration",
  "summary": "This cluster focuses on geographic features and historical exploration in Antarctica, including mountains, bays, islands, and other landmarks, often named after explorers or significant figures in polar history.",
  "keywords": [
    "Antarctica",
    "geographic features",
    "mountains",
    "bays",
    "islands",
    "exploration",
    "polar expeditions",
    "place names",
    "Antarctic Peninsula",
    "ice formations",
    "historical surveys",
    "geographical mapping"
  ],
  "neighboring_domains": [
    "Polar History",
    "Glaciology",
    "Geography",
    "Maritime Exploration",
    "Cartography"
  ],
  "ambiguity_note": "While the cluster centers on Antarctic geography and exploration, some entries touch on scientific research or logistical operations, introducing a degree of thematic overlap."
}
```


Latin music
album releases
Billboard charts
singles
duets
certifications
reggaeton
pop
Latin pop
collaborations
music tours
platinum certification

Music industry awards
Latin American pop culture
Music production and chart analysis
Artist discographies
Regional music trends

```json
{
  "label": "Latin Music Albums and Artists",
  "summary": "This cluster focuses on Latin music albums, artists, and their chart performance, including album releases, chart-topping singles, collaborations, and certifications in countries like Mexico, the United States, and Puerto Rico.",
  "keywords": [
    "Latin music",
    "album releases",
    "Billboard charts",
    "singles",
    "duets",
    "certifications",
    "reggaeton",
    "pop",
    "Latin pop",
    "collaborations",
    "music tours",
    "platinum certification"
  ],
  "neighboring_domains": [
    "Music industry awards",
    "Latin American pop culture",
    "Music production and chart analysis",
    "Artist discographies",
    "Regional music trends"
  ],
  "ambiguity_note": "While the cluster centers on Latin music, some passages touch on broader pop culture or include international collaborations, introducing slight thematic variation."
}
```


World War II tanks
armored fighting vehicles
medium tank
light tank
tank destroyer
self-propelled artillery
infantry support tank
M2 Medium Tank
M3 Stuart
T-34
KV series
IS-2

military history
vehicle design and engineering
World War II military technology
armored warfare tactics
Cold War military developments

```json
{
  "label": "World War II Tanks and Armored Vehicles",
  "summary": "This cluster focuses on the development, design, and deployment of tanks and armored fighting vehicles during World War II, including light tanks, medium tanks, heavy assault tanks, tank destroyers, and specialized variants such as self-propelled artillery and recovery vehicles. It highlights the evolution of tank technology, performance, and usage across different military forces.",
  "keywords": [
    "World War II tanks",
    "armored fighting vehicles",
    "medium tank",
    "light tank",
    "tank destroyer",
    "self-propelled artillery",
    "infantry support tank",
    "M2 Medium Tank",
    "M3 Stuart",
    "T-34",
    "KV series",
    "IS-2"
  ],
  "neighboring_domains": [
    "military history",
    "vehicle design and engineering",
    "World War II military technology",
    "armored warfare tactics",
    "Cold War military developments"
  ],
  "ambiguity_note": "While the cluster centers on World War II tanks, some passages touch on post-war developments or experimental designs, introducing a slight overlap with later military technology."
}
```


malware
phishing
digital security
firewall
spyware
antivirus software
network surveillance
exploit kits
Trojan horses
authentication solutions
security audits
cybercrime

Information Technology
Computer Science
Privacy and Data Protection
Network Security
Online Fraud Prevention

```json
{
  "label": "Cybersecurity and Digital Threats",
  "summary": "This cluster focuses on cybersecurity, digital threats, and protective measures against malicious software and online attacks. It includes topics such as malware, phishing, surveillance, and tools for digital self-defense.",
  "keywords": [
    "malware",
    "phishing",
    "digital security",
    "firewall",
    "spyware",
    "antivirus software",
    "network surveillance",
    "exploit kits",
    "Trojan horses",
    "authentication solutions",
    "security audits",
    "cybercrime"
  ],
  "neighboring_domains": [
    "Information Technology",
    "Computer Science",
    "Privacy and Data Protection",
    "Network Security",
    "Online Fraud Prevention"
  ],
  "ambiguity_note": "Some passages touch on overlapping topics such as government surveillance and software vulnerabilities, which may blur the boundaries with adjacent domains like privacy law or system administration."
}
```


Polish history
anti-Semitism
Solidarity movement
Polish Catholicism
communist Poland
national identity
resistance movements
Jewish-Polish relations
cultural institutions
political opposition
post-war Poland
ethnic minorities

European history
Jewish history
Cold War politics
Cultural resistance
Nationalism and identity

```json
{
  "label": "Polish Cultural and Political History",
  "summary": "This cluster centers on the cultural, political, and social history of Poland, particularly during the 20th century. It includes topics such as Polish identity, resistance movements, anti-Semitism, the role of Catholicism, and the impact of communism. The content spans historical events, key figures, and institutions that shaped Poland's national consciousness and political landscape.",
  "keywords": [
    "Polish history",
    "anti-Semitism",
    "Solidarity movement",
    "Polish Catholicism",
    "communist Poland",
    "national identity",
    "resistance movements",
    "Jewish-Polish relations",
    "cultural institutions",
    "political opposition",
    "post-war Poland",
    "ethnic minorities"
  ],
  "neighboring_domains": [
    "European history",
    "Jewish history",
    "Cold War politics",
    "Cultural resistance",
    "Nationalism and identity"
  ],
  "ambiguity_note": "The cluster includes a mix of cultural, political, and historical topics, with some overlap between Jewish-Polish relations and broader Polish identity issues, which may introduce some thematic ambiguity."
}
```


edible plants
medicinal plants
traditional remedies
plant-based food
botanical uses
herbal medicine
plant species
tropical plants
arid region flora
plant-based industry
plant-based dyes
plant-based spices

botany
ethnobotany
agriculture
traditional medicine
culinary science

```json
{
  "label": "Edible and Medicinal Plants",
  "summary": "This cluster centers on various plant species with edible or medicinal uses, including fruits, leaves, roots, and other plant parts used for food, traditional remedies, and industrial applications. Many of these plants are native to tropical or arid regions and are valued for their nutritional, therapeutic, or economic properties.",
  "keywords": [
    "edible plants",
    "medicinal plants",
    "traditional remedies",
    "plant-based food",
    "botanical uses",
    "herbal medicine",
    "plant species",
    "tropical plants",
    "arid region flora",
    "plant-based industry",
    "plant-based dyes",
    "plant-based spices"
  ],
  "neighboring_domains": [
    "botany",
    "ethnobotany",
    "agriculture",
    "traditional medicine",
    "culinary science"
  ],
  "ambiguity_note": "While the cluster is centered on edible and medicinal plants, some entries include ornamental or industrial uses, and a few mention plant pests or unrelated botanical characteristics, adding some thematic variation."
}
```


NFL
placekicker
punter
field goal
college football
Pro Bowl
career records
American football
undrafted free agent
All-American
kicking style
longest field goal

college football
sports biographies
American sports history
football statistics
athletic performance

```json
{
  "label": "NFL Placekickers and Punters",
  "summary": "This cluster focuses on American football players who have served as placekickers or punters in the National Football League (NFL). The passages highlight their careers, achievements, college backgrounds, and notable records, particularly in field goal and punting performance.",
  "keywords": ["NFL", "placekicker", "punter", "field goal", "college football", "Pro Bowl", "career records", "American football", "undrafted free agent", "All-American", "kicking style", "longest field goal"],
  "neighboring_domains": ["college football", "sports biographies", "American sports history", "football statistics", "athletic performance"],
  "ambiguity_note": "While the cluster centers on NFL kickers and punters, some entries include tangential information about post-football careers or academic pursuits, which may slightly blur the focus."
}
```


lunar crater
impact crater
Moon's surface
geological features
rim erosion
central peak
Mare regions
libration visibility
walled plain
far side of the Moon
near side of the Moon
craterlets

planetary geology
astronomy
lunar cartography
celestial mechanics
space exploration

```json
{
  "label": "Lunar Craters and Features",
  "summary": "This cluster consists of descriptions of various lunar impact craters and geological features on the Moon's surface, including their locations, physical characteristics, and relationships to other nearby formations.",
  "keywords": [
    "lunar crater",
    "impact crater",
    "Moon's surface",
    "geological features",
    "rim erosion",
    "central peak",
    "Mare regions",
    "libration visibility",
    "walled plain",
    "far side of the Moon",
    "near side of the Moon",
    "craterlets"
  ],
  "neighboring_domains": [
    "planetary geology",
    "astronomy",
    "lunar cartography",
    "celestial mechanics",
    "space exploration"
  ],
  "ambiguity_note": "While the cluster is centered on lunar craters, some descriptions overlap with broader lunar geography and nearby features, introducing slight thematic variation."
}
```


Hollywood
film industry
actors
directors
producers
classic cinema
entertainment history
film careers
personal lives
show business
motion pictures
entertainment figures

American cinema history
entertainment biographies
theater and stage performers
film production and direction
celebrity culture

```json
{
  "label": "Hollywood Entertainers and Film Industry Figures",
  "summary": "This cluster centers on individuals who were prominent in the American film and entertainment industry, particularly during the early to mid-20th century. It includes actors, directors, producers, and other key figures known for their contributions to classic Hollywood cinema, as well as details about their personal lives, careers, and legacies.",
  "keywords": [
    "Hollywood",
    "film industry",
    "actors",
    "directors",
    "producers",
    "classic cinema",
    "entertainment history",
    "film careers",
    "personal lives",
    "show business",
    "motion pictures",
    "entertainment figures"
  ],
  "neighboring_domains": [
    "American cinema history",
    "entertainment biographies",
    "theater and stage performers",
    "film production and direction",
    "celebrity culture"
  ],
  "ambiguity_note": "While the cluster is centered on Hollywood figures, some entries include tangential details about family members or minor roles, which may blur the focus slightly."
}
```


college football
running back
wide receiver
rushing yards
touchdowns
all-purpose yards
kick returns
freshman performance
team records
conference championships
NCAA statistics
college awards

college sports statistics
athletic performance records
football coaching strategies
NCAA history
college athlete development

```json
{
  "label": "College Football Running Backs and Receivers",
  "summary": "This cluster focuses on standout college football players, primarily running backs and wide receivers, highlighting their achievements in rushing, receiving, and return yardage, as well as their contributions to team success and individual awards.",
  "keywords": [
    "college football",
    "running back",
    "wide receiver",
    "rushing yards",
    "touchdowns",
    "all-purpose yards",
    "kick returns",
    "freshman performance",
    "team records",
    "conference championships",
    "NCAA statistics",
    "college awards"
  ],
  "neighboring_domains": [
    "college sports statistics",
    "athletic performance records",
    "football coaching strategies",
    "NCAA history",
    "college athlete development"
  ],
  "ambiguity_note": "While the cluster centers on running backs and receivers, some passages include mixed roles such as quarterback or punter, introducing slight variation in focus."
}
```


Australian politicians
19th-century settlers
New South Wales
South Australia
pastoralists
legislative councils
emigration
agriculture
political careers
British-born Australians
cattle and sheep stations
early colonial history

Australian colonial history
political biographies
agricultural history
British migration to Australia
regional Australian politics

```json
{
  "label": "Australian Politicians and Settlers",
  "summary": "This cluster contains biographical information about Australian politicians and early settlers, primarily from the 19th century. The individuals described often emigrated from the United Kingdom, were involved in agriculture, pastoralism, or commerce, and later entered political life, serving in legislative assemblies or councils.",
  "keywords": ["Australian politicians", "19th-century settlers", "New South Wales", "South Australia", "pastoralists", "legislative councils", "emigration", "agriculture", "political careers", "British-born Australians", "cattle and sheep stations", "early colonial history"],
  "neighboring_domains": ["Australian colonial history", "political biographies", "agricultural history", "British migration to Australia", "regional Australian politics"],
  "ambiguity_note": "While the cluster centers on Australian politicians and settlers, some entries overlap with commercial or missionary roles, and a few individuals have unclear or mixed professional backgrounds."
}
```


theropod dinosaurs
hadrosaurid
crocodyliforms
fossil records
archosaurs
phytosaur
therizinosauria
baurusuchidae
cretaceous period
triassic period
dinosaur taxonomy
prehistoric reptiles

paleontology
vertebrate evolution
Mesozoic era
crocodylomorphs
theropod evolution

```json
{
  "label": "Prehistoric Reptiles and Dinosaurs",
  "summary": "This cluster focuses on prehistoric reptiles and dinosaurs, including theropods, hadrosaurids, crocodyliforms, and other archosaurs, with an emphasis on their taxonomy, morphology, and fossil records.",
  "keywords": [
    "theropod dinosaurs",
    "hadrosaurid",
    "crocodyliforms",
    "fossil records",
    "archosaurs",
    "phytosaur",
    "therizinosauria",
    "baurusuchidae",
    "cretaceous period",
    "triassic period",
    "dinosaur taxonomy",
    "prehistoric reptiles"
  ],
  "neighboring_domains": [
    "paleontology",
    "vertebrate evolution",
    "Mesozoic era",
    "crocodylomorphs",
    "theropod evolution"
  ],
  "ambiguity_note": "The cluster includes a mix of theropods, herbivorous dinosaurs, and crocodile relatives, with some overlap in terminology and classification that may cause minor ambiguity."
}
```


Roman provinces
ancient tribes
Roman colonies
Gaul
Illyria
Hispania
Picenum
Celtic peoples
Roman conquest
administrative regions
Latin colonies
territorial expansion

Ancient European history
Roman military campaigns
Pre-Roman cultures
Roman administrative systems
Ancient geography

```json
{
  "label": "Ancient Roman Provinces and Peoples",
  "summary": "This cluster focuses on ancient Roman provinces, colonies, and the various peoples and tribes that inhabited or were influenced by Roman expansion across Europe. It includes descriptions of territories, their administrative organization, and historical interactions with Rome.",
  "keywords": [
    "Roman provinces",
    "ancient tribes",
    "Roman colonies",
    "Gaul",
    "Illyria",
    "Hispania",
    "Picenum",
    "Celtic peoples",
    "Roman conquest",
    "administrative regions",
    "Latin colonies",
    "territorial expansion"
  ],
  "neighboring_domains": [
    "Ancient European history",
    "Roman military campaigns",
    "Pre-Roman cultures",
    "Roman administrative systems",
    "Ancient geography"
  ],
  "ambiguity_note": "Some passages overlap with broader topics like Roman military history or cultural integration, making the cluster's focus occasionally mixed with adjacent themes."
}
```


war films
military history
World War II
Vietnam War
biographical films
combat narratives
military figures
documentary films
wartime experiences
film adaptations
historical battles
soldier memoirs

military history
film studies
historical documentaries
war literature
American history

```json
{
  "label": "War Films and Military History",
  "summary": "This cluster centers on war films and related military history, including biographical accounts of soldiers, historical battles, and the portrayal of war in cinema. It includes discussions of specific films, real-life military figures, and the cultural impact of war narratives.",
  "keywords": [
    "war films",
    "military history",
    "World War II",
    "Vietnam War",
    "biographical films",
    "combat narratives",
    "military figures",
    "documentary films",
    "wartime experiences",
    "film adaptations",
    "historical battles",
    "soldier memoirs"
  ],
  "neighboring_domains": [
    "military history",
    "film studies",
    "historical documentaries",
    "war literature",
    "American history"
  ],
  "ambiguity_note": "While the cluster is centered on war films and military history, some entries touch on related themes like conscientious objection and alternative perspectives on war, introducing some thematic variation."
}
```


Turkish general election
Justice and Development Party (AKP)
Republican People's Party (CHP)
Peoples' Democratic Party (HDP)
Kurdish–Turkish conflict
PKK
Fethullah Gülen movement
Human rights in Turkey
Political violence
Peace process
Electoral fraud
Ethnic Kurdish issues

```json
{
  "label": "Turkish Politics and Kurdish Conflict",
  "summary": "This cluster centers on political developments in Turkey, particularly focusing on general elections, the role of major political parties, and the ongoing Kurdish–Turkish conflict. It includes discussions of election campaigns, government policies, human rights concerns, and tensions with Kurdish separatist groups like the PKK.",
  "keywords": [
    "Turkish general election",
    "Justice and Development Party (AKP)",
    "Republican People's Party (CHP)",
    "Peoples' Democratic Party (HDP)",
    "Kurdish–Turkish conflict",
    "PKK",
    "Fethullah Gülen movement",
    "Human rights in Turkey",
    "Political violence",
    "Peace process",
    "Electoral fraud",
    "Ethnic Kurdish issues"
  ],
  "neighboring_domains": [
    "Middle Eastern politics",
    "Political violence and terrorism",
    "Human rights and civil liberties",
    "Electoral processes and political campaigns",
    "Ethnic and minority rights"
  ],
  "ambiguity_note": "While the cluster is centered on Turkish political dynamics and Kurdish issues, some passages touch on broader themes like human rights and international relations, which may overlap with adjacent domains."
}
```


classical music
pianist
composer
Paris Conservatory
music education
international performances
musical prodigy
conservatory training
orchestral conductor
European music scene
musical family background
recital career

music education
orchestral conducting
European cultural history
classical music composition
performing arts

```json
{
  "label": "Classical Music Pianists and Composers",
  "summary": "This cluster centers on classical musicians, primarily pianists and composers, who have studied and performed internationally, often in prestigious institutions such as the Paris Conservatory or the Ecole Normale de Musique. Many have trained under notable mentors and have pursued careers as performers, educators, and composers.",
  "keywords": [
    "classical music",
    "pianist",
    "composer",
    "Paris Conservatory",
    "music education",
    "international performances",
    "musical prodigy",
    "conservatory training",
    "orchestral conductor",
    "European music scene",
    "musical family background",
    "recital career"
  ],
  "neighboring_domains": [
    "music education",
    "orchestral conducting",
    "European cultural history",
    "classical music composition",
    "performing arts"
  ],
  "ambiguity_note": "While the cluster is centered on classical pianists and composers, some entries include violinists or educators, suggesting a broader overlap with related musical domains."
}
```


Bagrationi dynasty
Kingdom of Georgia
Kartli
Imereti
noble families
feudal enclaves
Armenian ennoblement
Dadiani
Gochashvili
Vakhtang VI
historical Georgia
royal succession

```json
{
  "label": "Georgian Royal and Noble Families",
  "summary": "This cluster focuses on the historical royal and noble families of Georgia, particularly the Bagrationi dynasty and related noble lineages, detailing their political influence, territorial divisions, and interactions with neighboring regions and empires.",
  "keywords": [
    "Bagrationi dynasty",
    "Kingdom of Georgia",
    "Kartli",
    "Imereti",
    "noble families",
    "feudal enclaves",
    "Armenian ennoblement",
    "Dadiani",
    "Gochashvili",
    "Vakhtang VI",
    "historical Georgia",
    "royal succession"
  ],
  "neighboring_domains": [
    "Caucasian history",
    "Medieval European nobility",
    "Armenian-Georgian relations",
    "Persian and Ottoman influence in the Caucasus",
    "Byzantine and Arab interactions in the Caucasus"
  ],
  "ambiguity_note": "The cluster includes some overlap with Armenian noble families and broader regional conflicts, which may blur the focus on purely Georgian royal history."
}
```


Union Navy
American Civil War
blockade ships
gunboats
Confederate ports
naval operations
blockade runners
steam gunboats
schooners
Union blockading squadrons
naval vessels
Civil War naval history

Confederate naval forces
19th-century naval warfare
blockade strategies
shipbuilding in the 1800s
military logistics in the Civil War

```json
{
  "label": "Union Navy Blockade Ships in the American Civil War",
  "summary": "This cluster focuses on Union Navy ships used during the American Civil War, particularly those involved in the blockade of Confederate ports and waterways to disrupt Southern trade and military operations.",
  "keywords": [
    "Union Navy",
    "American Civil War",
    "blockade ships",
    "gunboats",
    "Confederate ports",
    "naval operations",
    "blockade runners",
    "steam gunboats",
    "schooners",
    "Union blockading squadrons",
    "naval vessels",
    "Civil War naval history"
  ],
  "neighboring_domains": [
    "Confederate naval forces",
    "19th-century naval warfare",
    "blockade strategies",
    "shipbuilding in the 1800s",
    "military logistics in the Civil War"
  ],
  "ambiguity_note": "While the cluster centers on Union Navy ships during the Civil War, a few entries mention Confederate vessels or ships with dual Union and Confederate service, introducing some thematic overlap."
}
```


German nationalism
Neo-Nazism
Anti-German sentiment
German resistance to Nazism
Far-right politics
Historical revisionism
Völkisch movement
Volksgemeinschaft
Anti-Semitism
Post-war Germany
Political extremism
Nationalist ideology

European far-right movements
Post-war political memory
National identity and historiography
Anti-Semitism and racism
Political resistance and dissent

```json
{
  "label": "German Nationalism and Far-Right Politics",
  "summary": "This cluster centers on the historical and political dynamics of German nationalism, far-right movements, and related ideologies, including resistance to Nazism, neo-Nazi activity, anti-German sentiment, and the legacy of the Third Reich in modern Germany.",
  "keywords": [
    "German nationalism",
    "Neo-Nazism",
    "Anti-German sentiment",
    "German resistance to Nazism",
    "Far-right politics",
    "Historical revisionism",
    "Völkisch movement",
    "Volksgemeinschaft",
    "Anti-Semitism",
    "Post-war Germany",
    "Political extremism",
    "Nationalist ideology"
  ],
  "neighboring_domains": [
    "European far-right movements",
    "Post-war political memory",
    "National identity and historiography",
    "Anti-Semitism and racism",
    "Political resistance and dissent"
  ],
  "ambiguity_note": "The cluster includes overlapping themes such as resistance to Nazism and far-right revival, which may blur the distinction between oppositional and extremist narratives."
}
```


Kerala
Tamil Nadu
villages
towns
geography
transportation
local economy
cultural practices
religious sites
agriculture
tourism
mosques and temples

South Indian geography
Rural Indian communities
Cultural anthropology
Tourism in India
Transportation infrastructure

```json
{
  "label": "Kerala and Tamil Nadu Villages and Towns",
  "summary": "This cluster consists of descriptions of small towns and villages in the Indian states of Kerala and Tamil Nadu, focusing on their geographical locations, cultural practices, local economies, and transportation links.",
  "keywords": [
    "Kerala",
    "Tamil Nadu",
    "villages",
    "towns",
    "geography",
    "transportation",
    "local economy",
    "cultural practices",
    "religious sites",
    "agriculture",
    "tourism",
    "mosques and temples"
  ],
  "neighboring_domains": [
    "South Indian geography",
    "Rural Indian communities",
    "Cultural anthropology",
    "Tourism in India",
    "Transportation infrastructure"
  ],
  "ambiguity_note": "While the cluster centers on South Indian villages and towns, some descriptions overlap with broader topics like religious practices and regional tourism, creating a mix of local and thematic content."
}
```


soil health
crop rotation
no-till farming
cover crops
soil erosion
sustainable agriculture
organic matter
soil fertility
fertilizers
soil regeneration
conservation agriculture
agroecology

Environmental Science
Agricultural Science
Ecology
Land Management
Climate Change Mitigation

```json
{
  "label": "Sustainable Soil Management",
  "summary": "This cluster focuses on practices and techniques aimed at maintaining and improving soil health for long-term agricultural productivity. It includes topics such as crop rotation, no-till farming, cover crops, soil regeneration, and the environmental impact of modern farming methods like factory farming and the use of chemical fertilizers.",
  "keywords": [
    "soil health",
    "crop rotation",
    "no-till farming",
    "cover crops",
    "soil erosion",
    "sustainable agriculture",
    "organic matter",
    "soil fertility",
    "fertilizers",
    "soil regeneration",
    "conservation agriculture",
    "agroecology"
  ],
  "neighboring_domains": [
    "Environmental Science",
    "Agricultural Science",
    "Ecology",
    "Land Management",
    "Climate Change Mitigation"
  ],
  "ambiguity_note": "While the cluster centers on soil management in agriculture, some passages touch on broader environmental concerns and sustainability practices, which may overlap with adjacent domains."
}
```


Evangelical Christian Leaders and Theologians

Summary: This cluster centers on prominent figures in the Evangelical Christian movement, including pastors, authors, and theologians who have shaped religious communities, ministries, and theological discourse. These individuals are often associated with megachurches, Christian education, and movements such as Calvinism, Christian nonviolence, and prosperity theology.

Evangelical Christianity
pastors
theologians
megachurches
Christian ministries
prosperity theology
nonviolence theology
Christian education
religious authors
Calvinism
Bible training
Christian leadership

Religious Movements
Christian Denominations
Theological Education
Religious Broadcasting
Social Conservatism

While the cluster is centered on Evangelical Christian leaders, some entries touch on related but distinct themes such as LGBTQ+ ministry or controversial theological movements, introducing some thematic variation.


Summary: This cluster contains information about various towns, villages, and unincorporated communities in Illinois, including their locations, historical backgrounds, population statistics, and administrative details.

Illinois
towns
villages
unincorporated communities
population statistics
census data
geographic locations
historical background
metropolitan statistical areas
settlement history
local governance
demographics

Midwestern U.S. geography
American local history
demographic statistics
regional economic data
urban and rural development

While the cluster centers on Illinois towns and villages, some entries include broader demographic or economic data, which may overlap with other regional or statistical topics.


wolves
lynx
brown bear
moose
white-tailed deer
boreal forest
prey species
carnivores
wildlife ecology
ungulates
predator-prey relationships
Siberia

conservation biology
Quaternary extinction
ecosystem dynamics
mammal taxonomy
human-wildlife interaction

```json
{
  "label": "Large Carnivores and Prey in Northern Ecosystems",
  "summary": "This cluster focuses on the ecological roles and interactions of large carnivores such as wolves, lynxes, and bears with their prey species, including deer, moose, and boars, in boreal and mountainous regions of North America and Eurasia.",
  "keywords": [
    "wolves",
    "lynx",
    "brown bear",
    "moose",
    "white-tailed deer",
    "boreal forest",
    "prey species",
    "carnivores",
    "wildlife ecology",
    "ungulates",
    "predator-prey relationships",
    "Siberia"
  ],
  "neighboring_domains": [
    "conservation biology",
    "Quaternary extinction",
    "ecosystem dynamics",
    "mammal taxonomy",
    "human-wildlife interaction"
  ],
  "ambiguity_note": "The cluster includes both modern and historical species, and some overlap with broader topics like Pleistocene rewilding and human impact on wildlife."
}
```


historic architecture
cultural heritage
railway stations
homesteads
Victorian design
construction techniques
social history
archaeological significance
heritage sites
19th-century buildings
aesthetic value
regional development

transportation history
colonial architecture
urban development
archaeology
regional history

```json
{
  "label": "Historic Architecture and Cultural Heritage",
  "summary": "This cluster focuses on historic buildings and sites in Australia, particularly in New South Wales and Queensland, that are significant for their architectural design, historical associations, and contributions to cultural heritage. These include railway stations, homesteads, churches, and other structures that reflect 19th and early 20th-century construction techniques and social history.",
  "keywords": [
    "historic architecture",
    "cultural heritage",
    "railway stations",
    "homesteads",
    "Victorian design",
    "construction techniques",
    "social history",
    "archaeological significance",
    "heritage sites",
    "19th-century buildings",
    "aesthetic value",
    "regional development"
  ],
  "neighboring_domains": [
    "transportation history",
    "colonial architecture",
    "urban development",
    "archaeology",
    "regional history"
  ],
  "ambiguity_note": "While the cluster centers on historic architecture and cultural heritage, some entries overlap with broader themes like transportation and regional development, creating a degree of thematic overlap."
}
```


Iraqi insurgency
post-invasion Iraq
Sectarian violence
Coalition Provisional Authority
Kurdish conflict
Assyrian community
Shia-Sunni tensions
Iraqi political movements
U.S. occupation
ethnic cleansing
Ba'ath Party remnants
insurgent groups

Middle Eastern conflicts
Post-war governance
Sectarian politics
Kurdish autonomy
Military occupation

```json
{
  "label": "Post-2003 Iraqi Political and Military Conflicts",
  "summary": "This cluster focuses on the political, military, and sectarian developments in Iraq following the 2003 invasion, including the rise of insurgencies, the formation of new political movements, and the challenges of governance and ethnic tensions.",
  "keywords": [
    "Iraqi insurgency",
    "post-invasion Iraq",
    "Sectarian violence",
    "Coalition Provisional Authority",
    "Kurdish conflict",
    "Assyrian community",
    "Shia-Sunni tensions",
    "Iraqi political movements",
    "U.S. occupation",
    "ethnic cleansing",
    "Ba'ath Party remnants",
    "insurgent groups"
  ],
  "neighboring_domains": [
    "Middle Eastern conflicts",
    "Post-war governance",
    "Sectarian politics",
    "Kurdish autonomy",
    "Military occupation"
  ],
  "ambiguity_note": "The cluster includes overlapping themes of political transition, ethnic conflict, and insurgency, with some passages focusing more on specific groups or events, leading to a degree of thematic variation."
}
```


Summary: This cluster centers on French pop music and singer-songwriter culture, featuring artists, albums, and songs that highlight the evolution of French-language popular music from the 1960s through the 2000s. It includes references to notable performers, their collaborations, hit songs, and the cultural impact of their work in France and Francophone regions.

French pop music
singer-songwriter
hit songs
album releases
Francophone music
music collaborations
Eurovision Song Contest
Celine Dion
Marc Lavoine
Daniel Balavoine
Celine Dion compilation
French music charts

European music history
Music industry and production
Cultural impact of music
French-language arts and culture
Pop music evolution

While the cluster is centered on French pop and singer-songwriter music, some entries touch on broader cultural events or include artists with international appeal, which may blur the boundaries of the core theme.


pop music
dance music
DJ
European music
house music
chart-topping songs
music production
electro pop
album releases
collaborations
Euro disco
music festivals

Electronic music
Music industry
Pop culture
Music festivals and events
Music production techniques

```json
{
  "label": "Pop and Dance Music",
  "summary": "This cluster centers on pop and dance music artists, songs, and groups from the late 1990s to early 2010s, with a focus on European and international chart-topping hits, DJs, and related production teams. It includes information on notable tracks, album releases, and collaborations across various subgenres like house, electro, and Euro disco.",
  "keywords": [
    "pop music",
    "dance music",
    "DJ",
    "European music",
    "house music",
    "chart-topping songs",
    "music production",
    "electro pop",
    "album releases",
    "collaborations",
    "Euro disco",
    "music festivals"
  ],
  "neighboring_domains": [
    "Electronic music",
    "Music industry",
    "Pop culture",
    "Music festivals and events",
    "Music production techniques"
  ],
  "ambiguity_note": "While the cluster is centered on pop and dance music, some entries touch on related genres or broader entertainment contexts, such as fashion modeling or reality television, which may introduce some thematic overlap."
}
```


Christian bishops
theological controversies
ecclesiastical councils
Chalcedon
Nicaea
Monophysitism
Arianism
Syriac Orthodox Church
Byzantine Empire
Church Fathers
heresies
Christian monasticism

Byzantine history
Christian theology
Eastern Orthodox Church
Church schisms
Ancient Christian communities

```json
{
  "label": "Early Christian Bishops and Theological Controversies",
  "summary": "This cluster centers on early Christian bishops, theological debates, and ecclesiastical councils, particularly in the Eastern Christian tradition. It includes figures from various Christian denominations, their roles in major doctrinal disputes, and their participation in councils such as Chalcedon and Nicaea.",
  "keywords": [
    "Christian bishops",
    "theological controversies",
    "ecclesiastical councils",
    "Chalcedon",
    "Nicaea",
    "Monophysitism",
    "Arianism",
    "Syriac Orthodox Church",
    "Byzantine Empire",
    "Church Fathers",
    "heresies",
    "Christian monasticism"
  ],
  "neighboring_domains": [
    "Byzantine history",
    "Christian theology",
    "Eastern Orthodox Church",
    "Church schisms",
    "Ancient Christian communities"
  ],
  "ambiguity_note": "While the cluster is centered on Christian bishops and theological debates, some passages touch on broader historical and cultural contexts, introducing some thematic variation."
}
```


Canadian Human Rights Act
free speech
anti-terrorism
activism
Omar Khadr
abortion protests
political figures
legal challenges
public safety
censorship
immigrant rights
government response

Canadian politics
human rights law
social activism
terrorism and security
media and free speech

```json
{
  "label": "Canadian Political and Human Rights Issues",
  "summary": "This cluster centers on political and human rights-related events and figures in Canada, including legal challenges to human rights legislation, activism, and public responses to controversial political and social issues. It includes topics such as free speech, anti-terrorism measures, and the treatment of controversial individuals and groups.",
  "keywords": [
    "Canadian Human Rights Act",
    "free speech",
    "anti-terrorism",
    "activism",
    "Omar Khadr",
    "abortion protests",
    "political figures",
    "legal challenges",
    "public safety",
    "censorship",
    "immigrant rights",
    "government response"
  ],
  "neighboring_domains": [
    "Canadian politics",
    "human rights law",
    "social activism",
    "terrorism and security",
    "media and free speech"
  ],
  "ambiguity_note": "The cluster includes a mix of political, legal, and social issues, with some overlap between activism, human rights, and national security concerns, making it challenging to define a single, narrow theme."
}
```


national flag
state flag
flag design
flag history
symbolism
colors
national identity
coat of arms
tricolor
flag adoption
vexillology
political symbolism

National symbols
Cultural heritage
Political history
Military insignia
National anthems and emblems

```json
{
  "label": "National and State Flags",
  "summary": "This cluster focuses on the design, history, and symbolism of national and state flags from various countries, including their adoption, colors, and cultural or political significance.",
  "keywords": [
    "national flag",
    "state flag",
    "flag design",
    "flag history",
    "symbolism",
    "colors",
    "national identity",
    "coat of arms",
    "tricolor",
    "flag adoption",
    "vexillology",
    "political symbolism"
  ],
  "neighboring_domains": [
    "National symbols",
    "Cultural heritage",
    "Political history",
    "Military insignia",
    "National anthems and emblems"
  ],
  "ambiguity_note": "While the cluster centers on flags, some passages touch on related topics such as military ensigns and historical variations, which may blur the boundaries with adjacent domains."
}
```


Louisiana politics
state legislators
gubernatorial elections
Democratic Party
Republican Party
political dynasties
nonpartisan blanket primary
political careers
legislative strategy
political influence
Louisiana House of Representatives
Louisiana State Senate

American political history
Southern politics
U.S. state governance
Political party dynamics
Election law and procedures

```json
{
  "label": "Louisiana Political Figures",
  "summary": "This cluster centers on prominent political figures from Louisiana, primarily focusing on their roles in state legislative and gubernatorial elections, party affiliations, and political careers spanning several decades. The content highlights individuals from both Democratic and Republican parties, often emphasizing their influence, electoral strategies, and connections to Louisiana's political history.",
  "keywords": [
    "Louisiana politics",
    "state legislators",
    "gubernatorial elections",
    "Democratic Party",
    "Republican Party",
    "political dynasties",
    "nonpartisan blanket primary",
    "political careers",
    "legislative strategy",
    "political influence",
    "Louisiana House of Representatives",
    "Louisiana State Senate"
  ],
  "neighboring_domains": [
    "American political history",
    "Southern politics",
    "U.S. state governance",
    "Political party dynamics",
    "Election law and procedures"
  ],
  "ambiguity_note": "While the cluster is centered on Louisiana political figures, some variation exists in the specific roles and time periods covered, and a few entries touch on broader political themes or national politics, which may introduce some overlap with adjacent domains."
}
```


college football
defensive players
tackles
sacks
forced fumbles
All-American honors
conference awards
NFL Draft
pass breakups
interceptions
team MVP
college statistics

Professional Football (NFL)
College Football Coaches
Sports Statistics and Analytics
Athletic Scholarships and Recruitment
American Football History

```json
{
  "label": "College Football Defensive Players",
  "summary": "This cluster focuses on college football defensive players, detailing their performance statistics, career highlights, and achievements in collegiate football. It includes information on tackles, sacks, forced fumbles, and awards such as All-American honors and conference recognitions.",
  "keywords": [
    "college football",
    "defensive players",
    "tackles",
    "sacks",
    "forced fumbles",
    "All-American honors",
    "conference awards",
    "NFL Draft",
    "pass breakups",
    "interceptions",
    "team MVP",
    "college statistics"
  ],
  "neighboring_domains": [
    "Professional Football (NFL)",
    "College Football Coaches",
    "Sports Statistics and Analytics",
    "Athletic Scholarships and Recruitment",
    "American Football History"
  ],
  "ambiguity_note": "While the cluster centers on college football defensive players, some variation exists in the specific positions and roles described, which may overlap with broader sports performance or recruitment topics."
}
```


aviation pioneers
early flight records
aircraft design
dirigibles
human-powered flight
aeroplane development
flight milestones
aviation history
pilot achievements
aerial competitions
glider flights
balloon flights

aeronautical engineering
military aviation
aerospace history
sports aviation
transportation innovation

```json
{
  "label": "Early Aviation Pioneers and Milestones",
  "summary": "This cluster focuses on the early development of aviation, including the achievements of pioneering aviators, the evolution of aircraft design, and notable milestones in flight history. It highlights key figures, record-setting flights, and the technological advancements that marked the dawn of powered and controlled flight.",
  "keywords": [
    "aviation pioneers",
    "early flight records",
    "aircraft design",
    "dirigibles",
    "human-powered flight",
    "aeroplane development",
    "flight milestones",
    "aviation history",
    "pilot achievements",
    "aerial competitions",
    "glider flights",
    "balloon flights"
  ],
  "neighboring_domains": [
    "aeronautical engineering",
    "military aviation",
    "aerospace history",
    "sports aviation",
    "transportation innovation"
  ],
  "ambiguity_note": "While the cluster centers on early aviation, some passages touch on related domains like ballooning and human-powered flight, which may introduce slight thematic variation."
}
```


British Indian Army
Indian Army
Pakistani Army
infantry regiments
armored regiments
World War II
Indo-Pakistan War
military divisions
battle history
regimental amalgamation
Frontier Force
Punjab Regiment

```json
{
  "label": "Indian and Pakistani Military Regiments",
  "summary": "This cluster contains information about various infantry and armored regiments, divisions, and brigades of the British Indian Army and its successor forces in India and Pakistan, particularly during World War II and the Indo-Pakistan Wars. These units are described in terms of their formation, reorganization, notable battles, and post-independence allocations.",
  "keywords": [
    "British Indian Army",
    "Indian Army",
    "Pakistani Army",
    "infantry regiments",
    "armored regiments",
    "World War II",
    "Indo-Pakistan War",
    "military divisions",
    "battle history",
    "regimental amalgamation",
    "Frontier Force",
    "Punjab Regiment"
  ],
  "neighboring_domains": [
    "Military history of South Asia",
    "British colonial military units",
    "Post-independence military reorganization",
    "South Asian conflicts",
    "Military regiments and battalions"
  ],
  "ambiguity_note": "While the cluster centers on military regiments and divisions, some entries overlap with broader military history or specific battles, introducing some thematic variation."
}
```


British public figures
political careers
business leadership
media personalities
marriages and family
charitable work
educational roles
public service
conservative politics
cultural contributions
trustee roles
social impact

British politics
Corporate leadership
Media and broadcasting
Philanthropy and charity
Education and academia

```json
{
  "label": "British Public Figures and Personal Lives",
  "summary": "This cluster centers on notable British individuals from various professional backgrounds, including politics, business, media, and the arts, with a focus on their personal lives, family relationships, and public roles.",
  "keywords": [
    "British public figures",
    "political careers",
    "business leadership",
    "media personalities",
    "marriages and family",
    "charitable work",
    "educational roles",
    "public service",
    "conservative politics",
    "cultural contributions",
    "trustee roles",
    "social impact"
  ],
  "neighboring_domains": [
    "British politics",
    "Corporate leadership",
    "Media and broadcasting",
    "Philanthropy and charity",
    "Education and academia"
  ],
  "ambiguity_note": "While the cluster centers on British public figures, the content spans a range of professions and personal details, leading to some thematic overlap with adjacent domains like media and philanthropy."
}
```


Royal Society
Regius Professor
British Science Association
Fellow of the Royal Society
University of Edinburgh
Natural history
Scientific instruction
Academic institutions
Chemistry
Microscopy
Scientific societies
19th-century scientists

History of science
British academic history
Scientific institutions
Natural history and biology
Chemistry and physics

```json
{
  "label": "British Scientific Societies and Academics",
  "summary": "This cluster centers on British scientific societies, academic institutions, and notable scientists and scholars active in the 19th and early 20th centuries. It includes descriptions of learned societies such as the Royal Society, the Royal Microscopical Society, and the British Science Association, as well as academic roles like Regius Professors and Fellows, and the contributions of individuals in fields such as chemistry, physics, and natural history.",
  "keywords": [
    "Royal Society",
    "Regius Professor",
    "British Science Association",
    "Fellow of the Royal Society",
    "University of Edinburgh",
    "Natural history",
    "Scientific instruction",
    "Academic institutions",
    "Chemistry",
    "Microscopy",
    "Scientific societies",
    "19th-century scientists"
  ],
  "neighboring_domains": [
    "History of science",
    "British academic history",
    "Scientific institutions",
    "Natural history and biology",
    "Chemistry and physics"
  ],
  "ambiguity_note": "While the cluster is centered on British scientific societies and academics, some variation exists in the specific fields and roles described, ranging from institutional histories to individual biographies."
}
```


Indo-European languages
Proto-Indo-European
comparative method
Grundriß der vergleichenden Grammatik
laryngeal theory
Neogrammarians
language reconstruction
morphological typology
Nostratic languages
phonological reconstruction
historical linguistics
etymological analysis

Linguistic typology
Proto-language reconstruction
Language classification
Historical phonology
Macrofamily hypotheses

```json
{
  "label": "Indo-European Linguistics",
  "summary": "This cluster centers on the historical and comparative study of Indo-European languages, including the development of the comparative method, reconstruction of Proto-Indo-European, and key figures and works in the field. It also touches on related linguistic theories and broader language classification efforts.",
  "keywords": [
    "Indo-European languages",
    "Proto-Indo-European",
    "comparative method",
    "Grundriß der vergleichenden Grammatik",
    "laryngeal theory",
    "Neogrammarians",
    "language reconstruction",
    "morphological typology",
    "Nostratic languages",
    "phonological reconstruction",
    "historical linguistics",
    "etymological analysis"
  ],
  "neighboring_domains": [
    "Linguistic typology",
    "Proto-language reconstruction",
    "Language classification",
    "Historical phonology",
    "Macrofamily hypotheses"
  ],
  "ambiguity_note": "While the cluster is largely focused on Indo-European studies, it also includes tangential references to broader linguistic theories and related language families, which may introduce some thematic overlap with adjacent domains."
}
```


box office
film gross
opening weekend
international earnings
per-theater average
movie revenue
box office rankings
theatrical release
film performance
domestic and foreign markets
box office data
film comparisons

Film Criticism and Reviews
Movie Production and Budgeting
Cultural Impact of Films
Entertainment Industry Trends
Film Franchises and Series

```json
{
  "label": "Box Office Performance of Films",
  "summary": "This cluster focuses on the financial performance and box office data of various films, including opening weekend grosses, international and domestic earnings, per-theater averages, and comparisons with other films in the same period.",
  "keywords": [
    "box office",
    "film gross",
    "opening weekend",
    "international earnings",
    "per-theater average",
    "movie revenue",
    "box office rankings",
    "theatrical release",
    "film performance",
    "domestic and foreign markets",
    "box office data",
    "film comparisons"
  ],
  "neighboring_domains": [
    "Film Criticism and Reviews",
    "Movie Production and Budgeting",
    "Cultural Impact of Films",
    "Entertainment Industry Trends",
    "Film Franchises and Series"
  ],
  "ambiguity_note": "While the cluster centers on box office data, some passages include brief mentions of critical reception or cultural context, which may introduce slight thematic variation."
}
```


World Series
National League Championship Series
baseball playoffs
postseason games
MLB history
pitching performances
home runs
baseball teams
Dodgers
Yankees
Braves
Red Sox

Major League Baseball history
sports broadcasting
baseball statistics
sports team rivalries
postseason sports events

```json
{
  "label": "Major League Baseball Postseason",
  "summary": "This cluster focuses on Major League Baseball postseason events, particularly World Series and National League Championship Series games, highlighting key moments, standout performances, and notable outcomes from various years.",
  "keywords": ["World Series", "National League Championship Series", "baseball playoffs", "postseason games", "MLB history", "pitching performances", "home runs", "baseball teams", "Dodgers", "Yankees", "Braves", "Red Sox"],
  "neighboring_domains": ["Major League Baseball history", "sports broadcasting", "baseball statistics", "sports team rivalries", "postseason sports events"],
  "ambiguity_note": "While the cluster centers on baseball postseason events, some variation exists in the specific teams, years, and game details covered."
}
```


European history
colonial expansion
capitalism
Industrial Revolution
global influence
nation-state formation
world economic system
modern history
Western civilization
feudalism
geopolitical shifts
core countries

World-systems theory
Political history
Economic history
Colonial history
Modernization theory

```json
{
  "label": "Global and European Historical Development",
  "summary": "This cluster focuses on the historical development of Europe and its global influence, particularly from the early modern period through the Industrial Revolution and into the 20th century. It explores themes such as European colonial expansion, the rise of capitalism, the formation of nation-states, and the geopolitical shifts that positioned Europe as a dominant global force.",
  "keywords": [
    "European history",
    "colonial expansion",
    "capitalism",
    "Industrial Revolution",
    "global influence",
    "nation-state formation",
    "world economic system",
    "modern history",
    "Western civilization",
    "feudalism",
    "geopolitical shifts",
    "core countries"
  ],
  "neighboring_domains": [
    "World-systems theory",
    "Political history",
    "Economic history",
    "Colonial history",
    "Modernization theory"
  ],
  "ambiguity_note": "While the cluster centers on European and global historical development, some passages touch on broader themes like universal history and archaic globalization, which may introduce some thematic overlap with adjacent domains."
}
```


24 Hours of Le Mans
endurance racing
automotive manufacturers
racing technology
sports car racing
historical race events
driver teams
race car engines
automotive design
racing prototypes
motorsport history
GT racing

automotive engineering
motorsport events
racing car development
sports car history
endurance racing strategies

```json
{
  "label": "24 Hours of Le Mans Racing History",
  "summary": "This cluster focuses on the historical development and key events of the 24 Hours of Le Mans endurance race, highlighting the participation of various car manufacturers, technological innovations in racing vehicles, and notable drivers and teams across multiple years.",
  "keywords": [
    "24 Hours of Le Mans",
    "endurance racing",
    "automotive manufacturers",
    "racing technology",
    "sports car racing",
    "historical race events",
    "driver teams",
    "race car engines",
    "automotive design",
    "racing prototypes",
    "motorsport history",
    "GT racing"
  ],
  "neighboring_domains": [
    "automotive engineering",
    "motorsport events",
    "racing car development",
    "sports car history",
    "endurance racing strategies"
  ],
  "ambiguity_note": "While the cluster centers on the 24 Hours of Le Mans, some passages mention other racing events or technologies, introducing slight variations in focus."
}
```


Boltzmann constant
thermodynamics
energy
heat transfer
entropy
ideal gas law
partition function
temperature
molecular energy
statistical mechanics
free energy
canonical ensemble

Statistical physics
Quantum mechanics
Chemical thermodynamics
Kinetic theory
Cosmology

```json
{
  "label": "Thermodynamics and Energy",
  "summary": "This cluster focuses on thermodynamic principles, energy calculations, and related physical quantities, particularly in the context of molecular and statistical mechanics. It includes concepts like the Boltzmann constant, heat transfer, entropy, and energy distribution in systems.",
  "keywords": [
    "Boltzmann constant",
    "thermodynamics",
    "energy",
    "heat transfer",
    "entropy",
    "ideal gas law",
    "partition function",
    "temperature",
    "molecular energy",
    "statistical mechanics",
    "free energy",
    "canonical ensemble"
  ],
  "neighboring_domains": [
    "Statistical physics",
    "Quantum mechanics",
    "Chemical thermodynamics",
    "Kinetic theory",
    "Cosmology"
  ],
  "ambiguity_note": "While the cluster centers on thermodynamics and energy, some passages touch on cosmological or chemical contexts, introducing slight thematic variation."
}
```


textile industry
British Industrial Revolution
cotton production
wool manufacturing
spinning jenny
power loom
steam engine
Lancashire
Manchester
textile mills
calico
fustian

Industrial Revolution
British economic history
textile machinery
cotton trade
wool trade

```json
{
  "label": "British Textile Industry",
  "summary": "This cluster focuses on the development and evolution of the textile industry in Britain, particularly during the Industrial Revolution. It highlights key innovations, such as the spinning jenny, power looms, and steam engines, and their impact on cotton and wool production, mill operations, and regional economic centers like Manchester and Lancashire.",
  "keywords": [
    "textile industry",
    "British Industrial Revolution",
    "cotton production",
    "wool manufacturing",
    "spinning jenny",
    "power loom",
    "steam engine",
    "Lancashire",
    "Manchester",
    "textile mills",
    "calico",
    "fustian"
  ],
  "neighboring_domains": [
    "Industrial Revolution",
    "British economic history",
    "textile machinery",
    "cotton trade",
    "wool trade"
  ],
  "ambiguity_note": "While the cluster centers on the British textile industry, some passages touch on related topics like the global cotton trade and the impact of wars and depressions, which may introduce some thematic overlap with broader economic and trade history."
}
```


glacial lakes
Ice Age
floods
glacial meltwater
ice sheet
outburst floods
geological formations
North America
proglacial lakes
glacial retreat
river valleys
sedimentation

Quaternary geology
paleoclimatology
fluvial geomorphology
glaciology
continental ice sheets

```json
{
  "label": "Glacial Lakes and Floods",
  "summary": "This cluster focuses on the formation, characteristics, and impacts of glacial lakes and the catastrophic floods associated with them, particularly in North America during the last Ice Age. It includes discussions of glacial meltwater, ice sheet dynamics, and the geological features created by these events.",
  "keywords": [
    "glacial lakes",
    "Ice Age",
    "floods",
    "glacial meltwater",
    "ice sheet",
    "outburst floods",
    "geological formations",
    "North America",
    "proglacial lakes",
    "glacial retreat",
    "river valleys",
    "sedimentation"
  ],
  "neighboring_domains": [
    "Quaternary geology",
    "paleoclimatology",
    "fluvial geomorphology",
    "glaciology",
    "continental ice sheets"
  ],
  "ambiguity_note": "While the cluster centers on glacial lakes and floods, some passages touch on broader glacial processes or regional geology, introducing slight thematic variation."
}
```


U.S. Army
military officers
Spanish–American War
Philippine–American War
World War I
military promotions
command assignments
military education
infantry
field artillery
military campaigns
general officers

American military history
U.S. military ranks and structure
military academies and training
U.S. Army in the Philippines
World War I military operations

```json
{
  "label": "U.S. Army Officers and Military Careers",
  "summary": "This cluster focuses on the military careers of U.S. Army officers, particularly their service in conflicts such as the Spanish–American War, Philippine–American War, World War I, and other military campaigns. It includes details on promotions, command assignments, and educational backgrounds of various officers.",
  "keywords": [
    "U.S. Army",
    "military officers",
    "Spanish–American War",
    "Philippine–American War",
    "World War I",
    "military promotions",
    "command assignments",
    "military education",
    "infantry",
    "field artillery",
    "military campaigns",
    "general officers"
  ],
  "neighboring_domains": [
    "American military history",
    "U.S. military ranks and structure",
    "military academies and training",
    "U.S. Army in the Philippines",
    "World War I military operations"
  ],
  "ambiguity_note": "While the cluster centers on U.S. Army officers and their careers, some variation exists in the specific conflicts and roles described, reflecting a broad range of military service experiences."
}
```


same-sex marriage
LGBT rights
Defense of Marriage Act
Obergefell v. Hodges
DOMA
state constitutional amendments
marriage equality
LGBT adoption
judicial rulings
public referendums
anti-discrimination laws
U.S. Supreme Court

Civil rights law
Constitutional law
Social policy
Human rights
Family law

```json
{
  "label": "Same-sex marriage and LGBT rights in the U.S.",
  "summary": "This cluster focuses on the legal and social developments surrounding same-sex marriage and broader LGBT rights in the United States, including landmark court cases, legislative actions, and public referendums that shaped the recognition of same-sex unions and anti-discrimination protections.",
  "keywords": [
    "same-sex marriage",
    "LGBT rights",
    "Defense of Marriage Act",
    "Obergefell v. Hodges",
    "DOMA",
    "state constitutional amendments",
    "marriage equality",
    "LGBT adoption",
    "judicial rulings",
    "public referendums",
    "anti-discrimination laws",
    "U.S. Supreme Court"
  ],
  "neighboring_domains": [
    "Civil rights law",
    "Constitutional law",
    "Social policy",
    "Human rights",
    "Family law"
  ],
  "ambiguity_note": "While the cluster centers on same-sex marriage and LGBT rights, some passages touch on broader civil rights issues or overlap with discussions of state-level policy variations, which may introduce some thematic overlap with adjacent domains."
}
```


modern art
European painters
avant-garde
Expressionism
Surrealism
Jewish artists
art education
20th-century art
Constructivism
political art
modernist movements
artistic experimentation

Art history
Cultural history of Europe
Modernist literature and visual arts
Jewish cultural contributions
Political art movements

```json
{
  "label": "Modern European Painters and Artists",
  "summary": "This cluster centers on 20th-century European painters and visual artists, many of whom were associated with modernist, avant-garde, or expressionist movements. The individuals often faced political or cultural upheavals, including World War II and its aftermath, and their works reflect a range of styles from surrealism to abstraction.",
  "keywords": [
    "modern art",
    "European painters",
    "avant-garde",
    "Expressionism",
    "Surrealism",
    "Jewish artists",
    "art education",
    "20th-century art",
    "Constructivism",
    "political art",
    "modernist movements",
    "artistic experimentation"
  ],
  "neighboring_domains": [
    "Art history",
    "Cultural history of Europe",
    "Modernist literature and visual arts",
    "Jewish cultural contributions",
    "Political art movements"
  ],
  "ambiguity_note": "While the cluster is centered on modern European artists, some entries overlap with broader cultural or political themes, and a few artists are associated with multiple movements, making precise categorization challenging."
}
```


New Jersey
counties
highways
suburban development
legislative districts
Pinelands National Reserve
transportation infrastructure
economic growth
urban planning
commuter patterns
natural reserves
pharmaceutical industry

Northeastern U.S. regional geography
Urban and suburban development
Environmental conservation
Transportation and infrastructure
Political geography and representation

```json
{
  "label": "New Jersey Geography and Suburban Development",
  "summary": "This cluster focuses on geographic and demographic aspects of New Jersey, including its counties, towns, highways, and suburban development patterns. It highlights economic, political, and environmental features of specific regions, such as the Pinelands National Reserve, legislative districts, and transportation infrastructure.",
  "keywords": [
    "New Jersey",
    "counties",
    "highways",
    "suburban development",
    "legislative districts",
    "Pinelands National Reserve",
    "transportation infrastructure",
    "economic growth",
    "urban planning",
    "commuter patterns",
    "natural reserves",
    "pharmaceutical industry"
  ],
  "neighboring_domains": [
    "Northeastern U.S. regional geography",
    "Urban and suburban development",
    "Environmental conservation",
    "Transportation and infrastructure",
    "Political geography and representation"
  ],
  "ambiguity_note": "The cluster includes a mix of geographic, political, and economic topics, with some overlap between infrastructure, suburban growth, and environmental preservation themes."
}
```


childhood development
artistic training
education
performance careers
GED
musical talent
theater involvement
family influence
early career choices
college education
personal challenges
creative pursuits

Music Industry
Theater and Performing Arts
Education and Academia
Personal Development
Biography and Autobiography

```json
{
  "label": "Artists and Performers' Early Lives",
  "summary": "This cluster focuses on the formative years of various artists, musicians, and performers, highlighting their early education, extracurricular activities, and personal challenges that shaped their careers in the arts.",
  "keywords": [
    "childhood development",
    "artistic training",
    "education",
    "performance careers",
    "GED",
    "musical talent",
    "theater involvement",
    "family influence",
    "early career choices",
    "college education",
    "personal challenges",
    "creative pursuits"
  ],
  "neighboring_domains": [
    "Music Industry",
    "Theater and Performing Arts",
    "Education and Academia",
    "Personal Development",
    "Biography and Autobiography"
  ],
  "ambiguity_note": "While the cluster centers on early life experiences of artists, some entries also touch on unrelated personal or professional developments, leading to slight thematic overlap with broader biographical or educational domains."
}
```


electron mobility
p-n junction
Hall voltage
depletion region
vacuum tube
diode
breakdown voltage
current conduction
semiconductor physics
electric field
noise figure
charge separation

Solid-state physics
Electrical engineering
Materials science
Analog electronics
Quantum mechanics

```json
{
  "label": "Semiconductor and Electronic Device Physics",
  "summary": "This cluster focuses on the physical principles and operational characteristics of semiconductor devices and electronic components, including electron behavior, voltage effects, and conduction mechanisms in materials like diodes, transistors, and vacuum tubes.",
  "keywords": [
    "electron mobility",
    "p-n junction",
    "Hall voltage",
    "depletion region",
    "vacuum tube",
    "diode",
    "breakdown voltage",
    "current conduction",
    "semiconductor physics",
    "electric field",
    "noise figure",
    "charge separation"
  ],
  "neighboring_domains": [
    "Solid-state physics",
    "Electrical engineering",
    "Materials science",
    "Analog electronics",
    "Quantum mechanics"
  ],
  "ambiguity_note": "While the cluster centers on semiconductor and electronic device physics, some passages touch on related areas like optical effects and power transmission, introducing a degree of thematic overlap."
}
```


Roman Catholic Dioceses
French religious history
Bishops and clergy
Monastic communities
Religious congregations
Catholic education
Pilgrimage sites
French Revolution impact
Charitable works
Founders of religious orders
Historical religious figures
Catholic revival

```json
{
  "label": "French Catholic Dioceses and Religious Orders",
  "summary": "This cluster focuses on historical and religious information related to various Roman Catholic dioceses in France, including their bishops, notable religious figures, monastic communities, and the establishment of religious congregations and orders. It highlights the role of these dioceses in spiritual, educational, and charitable activities, particularly during the 16th to 19th centuries.",
  "keywords": [
    "Roman Catholic Dioceses",
    "French religious history",
    "Bishops and clergy",
    "Monastic communities",
    "Religious congregations",
    "Catholic education",
    "Pilgrimage sites",
    "French Revolution impact",
    "Charitable works",
    "Founders of religious orders",
    "Historical religious figures",
    "Catholic revival"
  ],
  "neighboring_domains": [
    "French religious history",
    "Christian monasticism",
    "Catholic social movements",
    "European religious reform",
    "French cultural and historical institutions"
  ],
  "ambiguity_note": "While the cluster centers on Catholic dioceses and religious orders in France, some passages touch on broader historical events or figures, introducing slight thematic variation."
}
```


India cricket team
Sri Lanka cricket team
Cricket World Cup
ODI matches
Test series
Player performances
Batting partnerships
Bowling hauls
International cricket
Match summaries
Tournament progress
Key wickets

Sports history
Cricket statistics
International sports events
Team sports performance analysis
Athlete biographies

```json
{
  "label": "Indian and Sri Lankan Cricket Matches",
  "summary": "This cluster focuses on cricket matches involving the Indian and Sri Lankan national teams, particularly during international tournaments such as the Cricket World Cup and bilateral series. It highlights key performances by players, match outcomes, and notable partnerships and batting or bowling feats.",
  "keywords": [
    "India cricket team",
    "Sri Lanka cricket team",
    "Cricket World Cup",
    "ODI matches",
    "Test series",
    "Player performances",
    "Batting partnerships",
    "Bowling hauls",
    "International cricket",
    "Match summaries",
    "Tournament progress",
    "Key wickets"
  ],
  "neighboring_domains": [
    "Sports history",
    "Cricket statistics",
    "International sports events",
    "Team sports performance analysis",
    "Athlete biographies"
  ],
  "ambiguity_note": "While the cluster centers on Indian and Sri Lankan cricket matches, some passages mention other teams or broader tournament contexts, which may introduce slight thematic variation."
}
```


National Hockey League
Stanley Cup
National Hockey Association
ice hockey history
early hockey teams
Montreal Canadiens
Toronto Blueshirts
PCHA
WCHL
hockey league formation
hockey player disputes
hockey expansion

Sports history
Professional sports leagues
Canadian sports culture
Hockey player biographies
Historical sports events

```json
{
  "label": "History of Ice Hockey Leagues",
  "summary": "This cluster focuses on the early development and history of professional ice hockey leagues in North America, particularly the National Hockey Association (NHA) and the National Hockey League (NHL), including key events, team dynamics, and the formation of the Stanley Cup as a central competition.",
  "keywords": [
    "National Hockey League",
    "Stanley Cup",
    "National Hockey Association",
    "ice hockey history",
    "early hockey teams",
    "Montreal Canadiens",
    "Toronto Blueshirts",
    "PCHA",
    "WCHL",
    "hockey league formation",
    "hockey player disputes",
    "hockey expansion"
  ],
  "neighboring_domains": [
    "Sports history",
    "Professional sports leagues",
    "Canadian sports culture",
    "Hockey player biographies",
    "Historical sports events"
  ],
  "ambiguity_note": "While the cluster centers on ice hockey leagues, some passages touch on related topics like player trades, financial challenges, and amateur hockey, which may introduce some thematic overlap with broader sports history."
}
```


ecosystem health
biodiversity conservation
ecological restoration
sustainable resource management
human ecology
environmental ethics
ecosystem services
natural capital
sustainability
environmental impact
adaptive management
ecological resilience

Environmental Science
Conservation Biology
Urban Planning
Climate Change Mitigation
Natural Resource Economics

```json
{
  "label": "Ecosystem Management and Sustainability",
  "summary": "This cluster focuses on the study and practice of maintaining, restoring, and managing ecosystems to support biodiversity, human well-being, and environmental sustainability. It includes topics such as ecological health, conservation strategies, human impact on ecosystems, and the integration of ecological principles into resource and land management.",
  "keywords": [
    "ecosystem health",
    "biodiversity conservation",
    "ecological restoration",
    "sustainable resource management",
    "human ecology",
    "environmental ethics",
    "ecosystem services",
    "natural capital",
    "sustainability",
    "environmental impact",
    "adaptive management",
    "ecological resilience"
  ],
  "neighboring_domains": [
    "Environmental Science",
    "Conservation Biology",
    "Urban Planning",
    "Climate Change Mitigation",
    "Natural Resource Economics"
  ],
  "ambiguity_note": "The cluster spans both scientific and policy-oriented discussions, with some overlap into environmental ethics and socio-political dimensions of sustainability, which may introduce conceptual variability."
}
```


constructivism
active learning
student-centered learning
critical thinking
collaborative learning
cognitive acceleration
situated learning
metacognition
inquiry-based learning
knowledge construction
educational psychology
learning environments

Educational Technology
Curriculum Design
Pedagogy
Cognitive Science
Teacher Education

```json
{
  "label": "Constructivist Education and Learning Theories",
  "summary": "This cluster centers on educational approaches that emphasize active, student-centered learning, critical thinking, and the construction of knowledge through experience and collaboration. It includes theories and practices such as constructivism, cognitive acceleration, active learning, and situated learning, all of which prioritize learner autonomy, real-world application, and the development of deep understanding over rote memorization.",
  "keywords": [
    "constructivism",
    "active learning",
    "student-centered learning",
    "critical thinking",
    "collaborative learning",
    "cognitive acceleration",
    "situated learning",
    "metacognition",
    "inquiry-based learning",
    "knowledge construction",
    "educational psychology",
    "learning environments"
  ],
  "neighboring_domains": [
    "Educational Technology",
    "Curriculum Design",
    "Pedagogy",
    "Cognitive Science",
    "Teacher Education"
  ],
  "ambiguity_note": "While the cluster is centered on constructivist and student-centered learning, some passages touch on broader educational psychology or technology, introducing slight thematic overlap with adjacent domains."
}
```


Catholic nuns
religious sisters
Marian devotion
founders of religious orders
charitable works
sainthood process
care for the poor
Franciscan Order
Capuchin Sisters
Redemptorists
immaculate conception
spiritual healing

Christian mysticism
Catholic saints and canonization
Religious congregations
Marian apparitions
Social welfare in religious contexts

```json
{
  "label": "Catholic Religious Founders and Devotions",
  "summary": "This cluster centers on Catholic religious sisters, nuns, and their associated devotional practices, including the founding of religious institutes, charitable works, and the promotion of Marian and Christocentric devotions. It highlights individuals who dedicated their lives to serving the poor and sick, often through the establishment of religious congregations and the pursuit of sainthood.",
  "keywords": [
    "Catholic nuns",
    "religious sisters",
    "Marian devotion",
    "founders of religious orders",
    "charitable works",
    "sainthood process",
    "care for the poor",
    "Franciscan Order",
    "Capuchin Sisters",
    "Redemptorists",
    "immaculate conception",
    "spiritual healing"
  ],
  "neighboring_domains": [
    "Christian mysticism",
    "Catholic saints and canonization",
    "Religious congregations",
    "Marian apparitions",
    "Social welfare in religious contexts"
  ],
  "ambiguity_note": "While the cluster is centered on Catholic religious figures and devotions, some variation exists in the specific roles and practices described, ranging from nursing and charity to theological devotion and miraculous intercessions."
}
```


Israeli government criticism
anti-Semitism debates
Israeli–Palestinian conflict
public diplomacy
BDS movement
hasbara
disinvestment from Israel
textbook controversies
Zionism
Jewish advocacy
human rights in Israel
political activism

Middle East politics
Jewish identity and diaspora
international law and conflict
media and propaganda
human rights advocacy

```json
{
  "label": "Criticism of Israeli Policies and Antisemitism Debates",
  "summary": "This cluster centers on the discourse surrounding criticism of the Israeli government and its policies, particularly in the context of the Israeli–Palestinian conflict. It includes debates about whether such criticism is legitimate or crosses into antisemitism, as well as the role of advocacy groups, media, and public figures in shaping these discussions.",
  "keywords": [
    "Israeli government criticism",
    "anti-Semitism debates",
    "Israeli–Palestinian conflict",
    "public diplomacy",
    "BDS movement",
    "hasbara",
    "disinvestment from Israel",
    "textbook controversies",
    "Zionism",
    "Jewish advocacy",
    "human rights in Israel",
    "political activism"
  ],
  "neighboring_domains": [
    "Middle East politics",
    "Jewish identity and diaspora",
    "international law and conflict",
    "media and propaganda",
    "human rights advocacy"
  ],
  "ambiguity_note": "The cluster spans a range of related but distinct topics, including advocacy, media representation, and political activism, with some overlap into broader debates about Zionism and antisemitism."
}
```


manga series
anime adaptations
tankōbon volumes
Japanese publishers
serialization
manga magazines
international licensing
light novels
manga authors
publishing history
comics
media adaptations

Japanese pop culture
publishing industry
animation production
comic book history
entertainment licensing

```json
{
  "label": "Japanese Manga and Anime Series",
  "summary": "This cluster contains information about various Japanese manga and anime series, including their publication history, serialization in magazines, tankōbon volumes, adaptations, and international licensing. The content spans multiple genres and publishers, focusing on the development and distribution of popular works in the manga and anime industry.",
  "keywords": [
    "manga series",
    "anime adaptations",
    "tankōbon volumes",
    "Japanese publishers",
    "serialization",
    "manga magazines",
    "international licensing",
    "light novels",
    "manga authors",
    "publishing history",
    "comics",
    "media adaptations"
  ],
  "neighboring_domains": [
    "Japanese pop culture",
    "publishing industry",
    "animation production",
    "comic book history",
    "entertainment licensing"
  ],
  "ambiguity_note": "While the cluster centers on manga and anime series, some entries include related media like light novels and drama CDs, which may blur the boundaries with adjacent entertainment domains."
}
```