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BFOOpen
Basic Formal Ontology
Top-level ontology for scientific data integration. ISO/IEC 21838-2 standard. Foundation for 500+ OBO Foundry ontologies.
Foundationaliso-standardupper-ontologybiomedical
DOLCEOpen
Descriptive Ontology for Linguistic and Cognitive Engineering
Foundational ontology capturing categories underlying natural language and human common sense.
Foundationalupper-ontologynlpcognitive-science
SUMOOpen
Suggested Upper Merged Ontology
One of the earliest and most comprehensive foundational ontologies with thousands of terms. IEEE-owned.
Foundationalupper-ontologyreasoningnlp
UFOOpen
Unified Foundational Ontology
Integrates GFO, DOLCE, and OntoClean. Theoretical basis for the OntoUML conceptual modeling language.
Foundationalupper-ontologyconceptual-modelingontouml
GFOOpen
General Formal Ontology
Top-level ontology integrating objects and processes. Covers time, space, properties, relations, roles, and situations.
Foundationalupper-ontologybiomedicalphilosophy
YAMATOOpen
Yet Another More Advanced Top-level Ontology
Foundational ontology focusing on qualities, processes, and events. Continuously refined since 1999.
Foundationalupper-ontologyprocessesevents
gistOpen
gist Upper Enterprise Ontology
Minimalist upper ontology for enterprise knowledge graphs. Maximum business coverage with fewest primitives.
Foundationalenterpriseknowledge-graphbusiness
CIDOC-CRMOpen
CIDOC Conceptual Reference Model
High-level ontology for cultural heritage data using event-based modeling. ISO 21127:2023 standard.
Foundationalcultural-heritagemuseumsiso-standard
EMMOOpen
European Materials Modelling Ontology
Physics-based top-level ontology for materials science with ~6000 concepts covering modelling, characterization, and processing.
Foundationalmaterials-sciencephysicssimulation
IOF CoreOpen
Industrial Ontologies Foundry Core
Open ontologies built on BFO for manufacturing and engineering. Data interoperability in industrial domains.
Foundationalmanufacturingengineeringindustry-4.0
ISO 15926Mixed
Integration of Life-cycle Data for Process Plants
Standard for data modeling and interoperability in process plants using Semantic Web. Upper ontology plus reference data.
Foundationaloil-gasprocess-engineeringiso-standard
WikidataOpen
Wikidata Knowledge Graph
Largest open collaboratively edited multilingual knowledge graph with 100M+ items. Structured data backbone for Wikipedia.
Knowledge Graphsgeneral-purposelinked-datamultilingual
DBpediaOpen
DBpedia Knowledge Graph
Structured knowledge from Wikipedia. 768 classes, 3000+ properties, 4.58M+ entities in English across 125 languages.
Knowledge Graphswikipedialinked-datanlp
YAGOOpen
Yet Another Great Ontology
Large semantic knowledge graph from Wikipedia, WordNet, Wikidata. 17M+ entities, 150M+ facts with high precision.
Knowledge Graphsnlpquestion-answeringentity-disambiguation
ConceptNetOpen
ConceptNet 5
Open multilingual knowledge graph of common sense knowledge in 73 languages. Powers ConceptNet Numberbatch embeddings.
Knowledge Graphscommon-sensenlpmultilingual
WordNetOpen
WordNet Lexical Database
Large lexical database with ~117,000 synsets linked by semantic and lexical relations. Foundation of computational linguistics.
Knowledge Graphslexicalnlplinguistics
GeoNamesOpen
GeoNames Geographical Database
Geographical database with 25M+ names and 12M+ unique features. RDF/Linked Data for geographic entities worldwide.
Knowledge Graphsgeographylinked-datageocoding
Schema.orgCopyleft
Schema.org Vocabulary
Shared vocabulary for structured data markup. 800+ types, 1400+ properties understood by Google, Bing, Yahoo, Yandex.
Web Standardsseosearch-enginesstructured-data
RDFOpen
Resource Description Framework
Core data model for the Semantic Web. Subject-predicate-object triples. Foundation of all semantic web technologies.
Web Standardsw3cfoundationtriples
OWLOpen
Web Ontology Language
Logic-based language for rich ontologies. Complex class descriptions, restrictions, and automated reasoning.
Web Standardsw3creasoningdescription-logic
SKOSOpen
Simple Knowledge Organization System
W3C standard for thesauri, classification schemes, taxonomies, and controlled vocabularies.
Web Standardsw3ctaxonomythesaurus
SPARQLOpen
SPARQL Protocol and RDF Query Language
Query language for RDF databases. Retrieval and manipulation of knowledge graph data via endpoints.
Web Standardsw3cquery-languagedatabases
PROV-OOpen
The PROV Ontology
OWL2 ontology for provenance — entities, activities, and agents. Tracks data lineage and audit trails.
Web Standardsw3cprovenancelineage
SHACLOpen
Shapes Constraint Language
Language for validating RDF graphs against conditions (shapes). W3C standard for data quality.
Web Standardsw3cvalidationdata-quality
Dublin CoreOpen
Dublin Core Metadata Terms
Metadata vocabulary for describing resources. 15 core elements (title, creator, subject) expanded to dozens of terms.
Web Standardsmetadatalibrarydigital-assets
FOAFOpen
Friend of a Friend
Ontology describing persons, their activities, and relations. Enables decentralized social network description.
Web Standardssocial-networkpeopleidentity
SSN/SOSAOpen
Semantic Sensor Network / SOSA
Joint W3C/OGC ontology for sensors, observations, sampling, and actuation. Core of IoT semantic standards.
Web Standardsw3cogcsensors
DCATOpen
Data Catalog Vocabulary
RDF vocabulary for datasets and data services in catalogs. Powers open data portals and dataset discovery.
Web Standardsw3cdata-catalogopen-data
SNOMED CTRestricted
Systematized Nomenclature of Medicine - Clinical Terms
Most comprehensive clinical terminology with 350,000+ concepts. Global standard for electronic health records.
Healthcareclinicalehrdiagnosis
HL7 FHIROpen
Fast Healthcare Interoperability Resources
Modern standard for healthcare data exchange. RESTful API approach with 150+ resource types.
Healthcareinteroperabilityapiehr
LOINCOpen
Logical Observation Identifiers Names and Codes
Universal standard for lab tests and clinical observations. ~100,000 terms for lab, clinical, and surveys.
Healthcarelaboratoryobservationsmeasurements
MeSHOpen
Medical Subject Headings
NLM's controlled vocabulary for biomedical literature. ~30,000 descriptors. Powers PubMed search.
Healthcareliteratureindexingpubmed
Gene OntologyOpen
Gene Ontology (GO)
Most widely used bioinformatics ontology. Gene products described by molecular functions, biological processes, cellular components.
Life Sciencesgenesbioinformaticsobo-foundry
ChEBIOpen
Chemical Entities of Biological Interest
Dictionary of molecular entities focused on small chemical compounds. 60,000+ entities with structures and roles.
Life Scienceschemistrymoleculesdrugs
HPOOpen
Human Phenotype Ontology
Standardized vocabulary of phenotypic abnormalities. 16,000+ terms critical for rare disease diagnosis.
Life Sciencesphenotypesrare-diseasesgenomics
BioPAXOpen
Biological Pathway Exchange
Standard for biological pathway data — metabolic, signaling, gene regulatory pathways.
Life Sciencespathwayssignalingsystems-biology
FIBOOpen
Financial Industry Business Ontology
Comprehensive semantic model of financial instruments, legal entities, business processes. OMG standard.
Financebankinginstrumentsregulatory
STIXOpen
Structured Threat Information eXpression
Language for cyber threat intelligence. Threat actors, campaigns, indicators, malware, attack patterns.
Cybersecuritythreat-intelligenceiocsharing
ATT&CKOpen
MITRE ATT&CK Framework
Knowledge base of adversary tactics and techniques. 200+ techniques across Enterprise, Mobile, ICS matrices.
Cybersecuritytacticstechniquesadversary
D3FENDOpen
MITRE D3FEND
Knowledge graph of cybersecurity countermeasures. Maps defensive techniques to adversary behaviors.
Cybersecuritydefensecountermeasuresmitigation
SAREFOpen
Smart Applications REFerence Ontology
ETSI standard reference ontology for smart applications. Extensions for energy, environment, buildings.
IoT & Sensorssmart-homeappliancesenergy
Brick SchemaOpen
Brick Schema for Buildings
Open-source ontology for buildings and subsystems. HVAC, lighting, electrical systems.
Smart Infrastructurebuildingshvacsmart-buildings
GeoSPARQLOpen
GeoSPARQL Geographic Query Language
OGC standard for geospatial data in RDF plus SPARQL spatial query extensions.
Geospatialogcspatialgis
AIOOpen
Artificial Intelligence Ontology
Systematic ontology of AI concepts — deep learning, ML tasks, biases, architectures in 8 branches.
AI & Machine Learningaideep-learningneural-networks
ML-SchemaOpen
Machine Learning Schema
W3C community schema with 25 core classes for ML algorithms, datasets, and experiments.
AI & Machine Learningmachine-learningexperimentsreproducibility
NIFOpen
NLP Interchange Format
RDF/OWL format for NLP tool interoperability. Text, annotations, and linguistic resources as linked data.
NLP & Linguisticsnlpannotationsinteroperability
ActivityPubOpen
ActivityPub Protocol
W3C decentralized social networking protocol. Powers Mastodon, Pixelfed, PeerTube (the Fediverse).
Social & Eventsw3cdecentralizedfediverse
CORAOpen
Core Ontology for Robotics and Automation
IEEE 1872-2015 standard defining core robotics concepts — robots, systems, environments, tasks.
Roboticsieeerobotsautomation
SPDXOpen
Software Package Data Exchange
Open standard for software bill of materials (SBOM), license compliance, security. ISO 5962:2021.
Software & Datalicensessbomsecurity
EthOnOpen
Ethereum Ontology
Ontology for Ethereum blockchain — accounts, blocks, transactions, smart contracts.
Blockchainethereumsmart-contractsblockchain
OEOOpen
Open Energy Ontology
Open ontology for energy domain — carriers, technologies, models, scenarios for energy system analysis.
Energyenergyrenewablemodeling
IPTC NewsCodesOpen
IPTC NewsCodes Controlled Vocabularies
Controlled vocabularies for news industry. 1,100+ media topic concepts for categorizing news.
Media & Culturenewsmediajournalism
EuropeanaOpen
Europeana Data Model (EDM)
RDF framework for cultural heritage objects. 60M+ objects from 4,000+ European institutions.
Media & Culturecultural-heritagemuseumseu
CycMixed
Cyc Knowledge Base
Long-term AI project (since 1984) with ~1.5M terms and ~24.5M assertions of common sense knowledge.
Foundationalcommon-sensereasoningai
PROTONOpen
PROTo ONtology
Lightweight upper-level ontology (OWL Light) for entity recognition, semantic annotation, and information extraction.
Foundationalannotationentity-recognitionlinked-data
COSMOOpen
COmmon Semantic MOdel
Foundation ontology for broad general semantic interoperability across heterogeneous knowledge domains.
Foundationalinteroperabilityupper-ontology
OCHREOpen
Object-Centered High-level REference Ontology
Abstract upper-level ontology for archaeological and cultural heritage data management and integration.
Foundationalarchaeologycultural-heritage
BabelNetResearch
BabelNet Multilingual Encyclopedic Dictionary
Largest multilingual encyclopedic dictionary with 20M+ entries across 500 languages. Unifies WordNet, Wikipedia, Wikidata.
Knowledge Graphsmultilingualnlptranslation
KBpediaOpen
KBpedia Knowledge Graph
Integrates 7 knowledge bases (Wikipedia, Wikidata, Schema.org, DBpedia, GeoNames, OpenCyc, UNSPSC) into 58K+ concepts.
Knowledge Graphsintegrationsemantic-search
NELLResearch
Never-Ending Language Learner
CMU knowledge base that continuously learns facts from the web using semi-supervised ML. Auto-extracts structured knowledge.
Knowledge Graphsmachine-learninginformation-extraction
Google KGCommercial
Google Knowledge Graph
Google's proprietary knowledge graph powering Knowledge Panels in search. Read-only API available.
Knowledge Graphssearchcommercialentity-understanding
RDFSOpen
RDF Schema
Basic elements for describing ontologies — classes, subclass hierarchies, properties, domains, and ranges using RDF.
Web Standardsw3cschemaclasses
OWL-TimeOpen
Time Ontology in OWL
OWL-DL ontology of temporal concepts — instants, intervals, durations, temporal relations. W3C/OGC standard.
Web Standardsw3ctimetemporal
QUDTOpen
Quantities, Units, Dimensions and Types
Ontology for physical quantities, units of measure, dimensions, and data types. Essential for scientific data.
Web Standardsunitsmeasurementscience
BIBOOpen
Bibliographic Ontology
Ontology for books, articles, documents on the semantic web. Citation metadata for libraries and publishers.
Web Standardsbibliographycitationspublishing
SPAROpen
Semantic Publishing and Referencing Ontologies
Suite of OWL 2 ontologies for scholarly publishing — citations, references, document structure, roles.
Web Standardspublishingcitationsscholarly
GoodRelationsOpen
GoodRelations E-Commerce Vocabulary
OWL ontology for e-commerce: products, offers, prices, stores. Largely integrated into Schema.org.
Web Standardse-commerceproductspricing
VoIDOpen
Vocabulary of Interlinked Datasets
RDF vocabulary for metadata about RDF datasets — statistics, access points, and interlinking information.
Web Standardsw3cdatasetsmetadata
ORGOpen
Organization Ontology
Core ontology for organizational structures — hierarchies, roles, memberships, sites. Widely used in government data.
Web Standardsw3corganizationsgovernment
SIOCOpen
Semantically-Interlinked Online Communities
Ontology for online communities — forums, wikis, blogs. Semantic integration across community platforms.
Web Standardssocial-mediaforumscommunities
VIVO-ISFOpen
VIVO Integrated Semantic Framework
Ontology for academic communities — researchers, publications, grants, courses, departments.
Web Standardsacademiaresearchpublications
vCardOpen
vCard Ontology
RDF ontology for contact information — people, organizations, addresses, phone numbers, emails.
Web Standardscontactspeopleaddress
ICD-10Restricted
International Classification of Diseases, 10th Revision
WHO standard for coding diagnoses and health conditions. ~70,000 codes. Mandated for US medical billing.
Healthcarediagnosisbillingcoding
RxNormOpen
RxNorm Normalized Drug Names
Standardized nomenclature for clinical drugs. Normalized names linking drug vocabularies for medication interoperability.
Healthcaredrugsmedicationspharmacy
UMLSRestricted
Unified Medical Language System
Integrative framework unifying 200+ biomedical vocabularies. Cross-mappings via Metathesaurus with 4M+ concepts.
Healthcareintegrationmetathesaurusnlp
MedDRARestricted
Medical Dictionary for Regulatory Activities
International terminology for pharmaceutical regulatory communication. Adverse event reporting and drug safety.
Healthcareregulatoryadverse-eventsdrug-safety
NCItUnverified
NCI Thesaurus
Reference terminology for cancer research. 160,000+ concepts covering diseases, drugs, anatomy, genes.
Healthcarecanceroncologyresearch
OMOP CDMOpen
Observational Medical Outcomes Partnership Common Data Model
Common Data Model standardizing observational health data. Powers OHDSI network across 100+ databases globally.
Healthcareobservational-dataanalyticscdm
DICOMUnverified
Digital Imaging and Communications in Medicine
International standard for medical imaging data. Formats, protocols, and data model for imaging workflow.
Healthcareimagingradiologymedical-devices
CDISCRestricted
Clinical Data Interchange Standards Consortium
Suite of standards (CDASH, SDTM, ADaM) for clinical trial data. FDA-endorsed for regulatory submissions.
Healthcareclinical-trialsfdaregulatory
Disease OntologyOpen
Human Disease Ontology (DOID)
Standardized ontology for human disease terms. Maps across MeSH, ICD, SNOMED, and OMIM.
Life Sciencesdiseasesclinicalcross-mapping
UberonOpen
Uberon Multi-species Anatomy Ontology
Cross-species anatomy ontology covering anatomical structures in animals. Bridges species-specific anatomies.
Life Sciencesanatomycross-speciescomparative-biology
OBIOpen
Ontology for Biomedical Investigations
Ontology for life-science investigations — study designs, protocols, instruments, data, analyses.
Life Sciencesinvestigationsprotocolsobo-foundry
ENVOOpen
Environment Ontology
Ontology for environments — biomes, environmental features, materials. Links organisms to habitats.
Life Sciencesenvironmentbiomesecology
Cell OntologyOpen
Cell Ontology (CL)
Structured vocabulary for cell types in animals. Covers 30+ organ systems with lineage relationships.
Life Sciencescellscell-typessingle-cell
Sequence OntologyOpen
Sequence Ontology (SO)
Controlled vocabulary for genomic annotation. Features and attributes of biological sequences.
Life Sciencesgenomicssequencesvariants
NCBI TaxonomyOpen
NCBI Taxonomy Database
Curated classification of all organisms in NCBI sequence databases. 2.4M+ taxa from all domains of life.
Life Sciencestaxonomyorganismsspecies
EFOOpen
Experimental Factor Ontology
Application ontology for experimental variables. Combines parts of ontologies to describe experimental designs.
Life Sciencesexperimentsvariablesgwas
EDAMOpen
Bioscientific Data Analysis Ontology
Ontology of bioinformatics operations, data types, formats, and topics. Powers bio.tools registry.
Life Sciencesbioinformaticstoolsdata-formats
Plant OntologyOpen
Plant Ontology (PO)
Vocabulary describing plant anatomy, morphology, and developmental stages across green plants.
Life Sciencesplantsbotanyagriculture
XBRLOpen
eXtensible Business Reporting Language
Global framework for business/financial reporting. Mandated by SEC. OWL/RDF ontology representation available.
Financefinancial-reportingsecaccounting
FpMLOpen
Financial products Markup Language
Standard for OTC derivatives and structured products. Industry standard for trade processing.
Financederivativestradingrisk
GS1Open
GS1 Web Vocabulary
Vocabulary for product data using GS1 global standards (barcodes, GTINs). Powers global supply chain identification.
Commerceproductsbarcodessupply-chain
eCl@ssMixed
eCl@ss Product Classification
International standard for products and services. 45,000+ classes across 40+ industries for procurement.
Commerceproduct-classificationindustrialb2b
UNSPSCOpen
United Nations Standard Products and Services Code
Global classification for products in procurement. 5-level hierarchy used by governments worldwide.
Commerceprocurementclassificationgovernment
MASONOpen
Manufacturing's Semantics Ontology
Ontology for manufacturing entities — products, processes, resources, and their interrelations.
Industrymanufacturingproductionprocesses
ISA-95Commercial
ISA-95 Enterprise-Control Integration
Standard for enterprise-control system integration in manufacturing. Production, quality, inventory, maintenance.
Industrymanufacturingautomationerp
ArchiMateOpen
ArchiMate Enterprise Architecture
Open modeling language for enterprise architecture. Business, application, and technology layer representation.
Industryenterprise-architecturemodeling
LKIFOpen
Legal Knowledge Interchange Format
Ontology for legal knowledge — concepts, norms, rules, and legal reasoning.
Legallawrulesreasoning
Akoma NtosoOpen
Architecture for Knowledge-Oriented Management of African Normative Texts
OASIS standard for parliamentary, legislative, and judiciary documents in XML.
Legallegislationparliamentarydocuments
ELIOpen
European Legislation Identifier
System for identifying and accessing EU and national legislation online with unique URIs.
Legaleulegislationidentifiers
ESCOOpen
European Skills, Competences, Qualifications and Occupations
EU classification of 3,000+ occupations and 13,000+ skills in 27 languages.
Governmentskillsoccupationsworkforce
CEDSOpen
Common Education Data Standards
US national education data standards. 1,700+ data elements from early childhood through workforce.
Governmenteducationk12higher-ed
OCDSOpen
Open Contracting Data Standard
Standard for public contracting data — planning, tender, award, and implementation stages.
Governmentprocurementtransparencycontracts
AGROVOCOpen
AGROVOC Multilingual Thesaurus
FAO thesaurus for agriculture, forestry, fisheries, food. 40,000+ concepts in 40+ languages.
Agriculture & Environmentagriculturefoodforestry
SWEETOpen
Semantic Web for Earth and Environmental Terminology
Modular ontology suite with ~6,000 concepts in ~200 ontologies covering Earth system science.
Agriculture & Environmentearth-scienceclimategeology
CityGMLOpen
City Geography Markup Language
OGC standard for 3D city models. Buildings, terrain, vegetation, water, and transportation.
Geospatial3d-citiesurbandigital-twins
STATOOpen
Statistics Ontology
Ontology for statistical methods, tests, variables, and their relationships in research.
AI & Machine Learningstatisticshypothesis-testingresearch
CVEOpen
Common Vulnerabilities and Exposures
Dictionary of publicly disclosed vulnerabilities. Unique CVE IDs for cross-referencing worldwide.
Cybersecurityvulnerabilitiesdisclosureidentification
CWEOpen
Common Weakness Enumeration
Community list of 900+ software and hardware weakness types organized hierarchically.
Cybersecurityweaknessessoftware-securitydevelopment
CAPECOpen
Common Attack Pattern Enumerations
Dictionary of known attack patterns describing how adversaries exploit weaknesses.
Cybersecurityattack-patternsexploitationdefense
UCOOpen
Unified Cyber Ontology
Community ontology for cyber investigation and cybersecurity domains. Foundation for CASE ontology.
Cybersecurityinvestigationdigital-forensics
WoT TDOpen
Web of Things Thing Description
W3C standard for describing IoT device interfaces. Machine-readable properties, actions, and events.
IoT & Sensorsw3cdevicesinteroperability
FIWAREOpen
FIWARE Smart Data Models
Suite of harmonized data models for smart cities and IoT. 60+ domains from parking to water quality.
Smart Infrastructuresmart-citiesdata-modelsdigital-twins
BOTOpen
Building Topology Ontology
W3C-LBD ontology for building topology — sites, buildings, storeys, spaces, interconnections.
Smart Infrastructurebuildingsbimlinked-data
Music OntologyOpen
Music Ontology
RDF vocabulary for music — artists, albums, tracks, performances, compositions, and audio signals.
Media & Culturemusicartistsaudio
OntoLex-LemonOpen
OntoLex-Lemon Lexicon Model
W3C model for lexical information relative to ontologies. Standard for linguistic linked data publishing.
NLP & Linguisticslexicondictionariesmultilingual
DDIOpen
Data Documentation Initiative
International standard for social/behavioral/health science data. Full data lifecycle metadata.
Software & Datasocial-sciencesurveysmetadata
CIMCommercial
Common Information Model (Energy)
Comprehensive model for electricity network data. Grid topology, equipment, markets, SCADA.
Energyelectricitypower-gridutilities
KnowRobOpen
KnowRob Knowledge Processing for Robots
Knowledge processing system for autonomous robots. Combines ontological knowledge with sensor data.
Roboticsautonomousperceptionmanipulation