ENT-00001144 · Dataset

RefinedWeb

RefinedWeb is a filtered web dataset associated with Technology Innovation Institute.

Level IV — ConnectedActiveStructured

Human readable record

Overview

RefinedWeb is a documented filtered web dataset 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

2023RefinedWeb public release or documentation
RefinedWeb appears in public documentation as a filtered web dataset associated with Technology Innovation Institute.

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 registry detail

Technical description

Structured reference record for RefinedWeb. 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

DatasetEvaluationDocumentationContemporaryBatch 03 Candidate

Relationship graph

RefinedWeb

Created or maintained byTechnology Innovation Institute

RefinedWeb is associated with Technology Innovation Institute.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

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    "@context": "https://schema.org",
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    "identifier": "ENT-00001144",
    "name": "RefinedWeb",
    "alternateName": [],
    "additionalType": "Dataset",
    "description": "RefinedWeb is a filtered web dataset associated with Technology Innovation Institute.",
    "creator": "Technology Innovation Institute",
    "url": "entity.php?id=ENT-00001144",
    "sameAs": "https://huggingface.co/datasets/tiiuae/falcon-refinedweb",
    "lxkeysWorld": {
        "classification": "Filtered web dataset",
        "organization": "Technology Innovation Institute",
        "originContext": "AI evaluation and dataset record",
        "firstPublicAppearance": "2023",
        "currentStatus": "Active",
        "registryStatus": "Structured",
        "spatiumIndex": {
            "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",
            "reviewed_utc": "2026-06-16T23:59:14+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "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",
            "Contemporary",
            "Batch 03 Candidate"
        ],
        "timeline": [
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                "date": "2023",
                "title": "RefinedWeb public release or documentation",
                "description": "RefinedWeb appears in public documentation as a filtered web dataset associated with Technology Innovation Institute."
            }
        ],
        "relationships": [
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                "target": "Technology Innovation Institute",
                "type": "Created or maintained by",
                "description": "RefinedWeb is associated with Technology Innovation Institute.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "RefinedWeb public reference",
                "url": "https://huggingface.co/datasets/tiiuae/falcon-refinedweb",
                "source_type": "Primary or Research Source",
                "verification_status": "verified"
            }
        ]
    }
}

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