OP
ENT-00001145 · Dataset

OpenWebText

OpenWebText is a dataset associated with OpenWebText contributors, classified in LXKeys.world as Language / Training Dataset.

Level IV ConnectedDocumentedDocumented
Human record

Overview

OpenWebText is a documented open reproduction of webtext used in artificial-intelligence research, evaluation or dataset construction. Its record captures the task context, public source, evaluation role and relationships to models, agents or research systems that rely on comparable measurements.

Timeline

  1. 2019Initial dataset release

    OpenWebText entered the documented public record in 2019. This event is retained at the precision supported by the Entry’s reviewed source history.

Capabilities

Evaluation referenceComparable measurementResearch reproducibilityModel documentation support

Known limitations

Benchmark interpretation depends on task design, data quality and contamination controls.Scores should not be treated as a complete measure of intelligence.
Technical and structured detail

Technical description

Structured reference record for OpenWebText. The technical layer captures source URL, creator, first-public year, evaluation or dataset role, measurable task family and relationships to model testing, retrieval, safety, coding, reasoning or multimodal assessment.

Controlled tags

DatasetEvaluationDocumentationEstablishedBatch 03 Candidate
Relationship graph

OpenWebText

Open in full graph
OpenWebText
Created or maintained byOutgoing
OpenWebText contributors

OpenWebText is associated with OpenWebText contributors.

Machine readable layer

Structured entry data for human tools, AI systems and machine clients.

{
    "@context": [
        "https://schema.org",
        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00001145",
    "name": "OpenWebText",
    "alternateName": [],
    "additionalType": {
        "category": "Data and Evaluation",
        "type": "Dataset",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "OpenWebText is a dataset associated with OpenWebText contributors, classified in LXKeys.world as Language / Training Dataset.",
    "creator": "OpenWebText contributors",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001145&lang=en",
    "sameAs": "https://skylion007.github.io/OpenWebTextCorpus/",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001145",
        "kind": "Data and Evaluation",
        "type": "Dataset",
        "subtype": "",
        "classification": "Language / Training Dataset",
        "organization": "OpenWebText contributors",
        "originContext": "AI evaluation and dataset record",
        "firstPublicAppearance": "2019",
        "currentStatus": "Documented",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:14+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "facts": [],
        "capabilities": [
            "Evaluation reference",
            "Comparable measurement",
            "Research reproducibility",
            "Model documentation support"
        ],
        "limitations": [
            "Benchmark interpretation depends on task design, data quality and contamination controls.",
            "Scores should not be treated as a complete measure of intelligence."
        ],
        "tags": [
            "Dataset",
            "Evaluation",
            "Documentation",
            "Established",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2019",
                "title": "Initial dataset release",
                "description": "OpenWebText entered the documented public record in 2019. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://skylion007.github.io/OpenWebTextCorpus/",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "OpenWebText contributors",
                "type": "Created or maintained by",
                "description": "OpenWebText is associated with OpenWebText contributors.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "OpenWebText public reference",
                "url": "https://skylion007.github.io/OpenWebTextCorpus/",
                "source_type": "Primary or Research Source",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
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