datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
opengloss-v1.3-definitions
See also OpenGloss v2.1 (2026-09-07): a deeper release of 109,633 of these headwords — sense-level ids, four reading levels, sense-tagged examples with spans, a judged relation graph, and retrieval supervision — published as a 16-dataset family. v1.3 remains the broader headword list.
OpenGloss Dictionary v1.3 (Definition-Level)
Dataset Summary
OpenGloss is a synthetic encyclopedic dictionary and semantic knowledge graph for English
that integrates lexicographic… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.3-definitions.opengloss-dictionary-definitions
OpenGloss Dictionary (Definition-Level)
Dataset Summary
OpenGloss is a synthetic encyclopedic dictionary and semantic knowledge graph for English that integrates lexicographic definitions, encyclopedic context, etymological histories, and semantic relationships in a unified resource.
This dataset provides the definitions-level view where each record represents one sense definition.
Key Statistics
536,829 sense definitions across 150,101 English lexemes
9.1… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-dictionary-definitions.panlex-definitions
Dataset Card for panlex-definitions
This is a dataset of word definitions in several hudnred languages, extracted from https://panlex.org.
Dataset Details
Dataset Description
This dataset has been extracted from https://panlex.org (the 20250201 database dump) and rearranged on the per-language basis (by the language of the definition).
Each language subset consists of definitions (short phrases).
Each definition is associated with some meanings (if there is… See the full description on the dataset page: https://huggingface.co/datasets/cointegrated/panlex-definitions.wordnet-multiple-definitions
9/4/2025 the wordnet baseline prep is complete
You can access the prepared and optimized wordnet definitions here;
https://huggingface.co/datasets/AbstractPhil/wordnet-definitions
As they are refined and curated forms of these definitions.
Warning
This dataset is imperfect and not ready for production use yet.
I advise using the wordnet-definitions repo above.
It requires truncation removal for multiple truncated definitions, bias removal for obvious GPT-nano biases, and… See the full description on the dataset page: https://huggingface.co/datasets/AbstractPhil/wordnet-multiple-definitions.opengloss-v1.2-definitions
OpenGloss Dictionary v1.2 (Definition-Level)
Dataset Summary
OpenGloss is a synthetic encyclopedic dictionary and semantic knowledge graph for English
that integrates lexicographic definitions, encyclopedic context, etymological histories,
and semantic relationships in a unified resource.
This dataset provides the definitions-level view where each record represents one sense definition.
Key Statistics
517,892 sense definitions
7,798,653 semantic edges… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.2-definitions.opengloss-v2.1-definitions
Superseded by OpenGloss v2.2 (2026-09-08): 148,292 live lexemes and 288,304 senses — tier 5 closes the WordNet gap (38,100 entries imported from Princeton WordNet 3.0 and enriched), inflected-form headwords are folded onto their lemmas, and every inherited field carries a migrate provenance record. v2.1 stays published for reproducibility.
OpenGloss v2.1 — Definitions
The flat definition view: one row for every stored rendition of every live sense's definition, the canonical… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v2.1-definitions.opengloss-v2.0-definitions
Superseded by OpenGloss v2.1 (2026-09-07): 109,633 lexemes and 250,003 live senses — twice this release's coverage — plus a new opengloss-v2.1-inflections form→lemma lookup. v2.0 stays published for reproducibility.
OpenGloss v2.0 — Definitions
The flat definition view: one row for every stored rendition of every live sense's definition, the canonical (neutral, plain) gloss included. This is the reading-level and register grading of OpenGloss v2.0 laid out one row at a time… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v2.0-definitions.opengloss-v2.2-definitions
Superseded by OpenGloss v2.3 (2026-09-09): tier 6 adds ~12,000 named entities (people, places, organizations, works, events) with entity_type, Wikidata ids and alias_of links, and every proper noun in the release is now typed. v2.2 stays published for reproducibility.
OpenGloss v2.2 — Definitions
The flat definition view: one row for every stored rendition of every live sense's definition, the canonical (neutral, plain) gloss included. This is the reading-level and register… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v2.2-definitions.opengloss-v2.3-definitions
OpenGloss v2.3 — Definitions
The flat definition view: one row for every stored rendition of every live sense's definition, the canonical (neutral, plain) gloss included. This is the reading-level and register grading of OpenGloss v2.3 laid out one row at a time, which is the shape most training and analysis code wants. Join back to opengloss-v2.3-senses on sense_id.
Part of the OpenGloss v2.3 release family — 16 datasets built from one
store of 160,724 lexemes and 300,787 live… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v2.3-definitions.wordnet-definitions
WordNet Multiple Definitions - Columnar Format
Overview
This dataset is an optimized columnar version of WordNet multiple definitions, designed for high-performance queries and rapid extraction.
Each definition was sourced by GPT-5 Nano. I may update this to include additional definitions in the future, but I will not break the format.
The original dataset has a more unabridged and noisy set of data; so I'm definitely going to leave it intact. Noisy training is important… See the full description on the dataset page: https://huggingface.co/datasets/AbstractPhil/wordnet-definitions.opengloss-v1.1-definitions
OpenGloss Dictionary v1.1 (Definition-Level)
Dataset Summary
OpenGloss is a synthetic encyclopedic dictionary and semantic knowledge graph for English
that integrates lexicographic definitions, encyclopedic context, etymological histories,
and semantic relationships in a unified resource.
This dataset provides the definitions-level view where each record represents one sense definition.
Key Statistics
506,143 sense definitions
7,701,312 semantic edges… See the full description on the dataset page: https://huggingface.co/datasets/mjbommar/opengloss-v1.1-definitions.pharmaceutical_definitionsThis dataset offers a comprehensive collection of 380,131 definitions extracted from 12,468 alliance contracts in the biopharmaceutical industry, spanning four decades from 1981 to 2021.
It was created as a companion to the research paper, "Tracing Definitions: Lessons from Alliance Contracts in the Biopharmaceutical Industry" and we encourage you to consult the paper for a detailed analysis of the data.
Dataset Schema
The data is organized into four columns:
id_contract: A unique identifier… See the full description on the dataset page: https://huggingface.co/datasets/Maxbenkre/pharmaceutical_definitions.wordnet-definitions
WordNet Multiple Definitions - Columnar Format
Overview
This dataset is an optimized columnar version of WordNet multiple definitions, designed for high-performance queries and rapid extraction.
Each definition was sourced by GPT-5 Nano. I may update this to include additional definitions in the future, but I will not break the format.
The original dataset has a more unabridged and noisy set of data; so I'm definitely going to leave it intact. Noisy training is important… See the full description on the dataset page: https://huggingface.co/datasets/proshady2/wordnet-definitions.dutch-definitionsafrica-owid-share-people-multidimensional-poverty-national-definitions
Share People Multidimensional Poverty National Definitions | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: economics_finance - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-share-people-multidimensional-poverty-national-definitions.