ENT-00002608 · Dataset

FEVER Dataset

FEVER Dataset is a ai dataset / benchmark corpus associated with FEVER contributors.

Level V — PersistentActiveDocumented

Human readable record

Overview

FEVER Dataset is a documented dataset or benchmark corpus used in machine learning, computer vision, speech, language processing or multimodal AI. The record identifies its role as fact verification dataset and supports traceability between models, tasks and evaluation results.

Timeline

2018Public release or documentation
FEVER Dataset appears in public documentation, project records, benchmark descriptions or research references associated with FEVER contributors.

Capabilities

Dataset referenceBenchmark or training-data contextTask-level documentationModel evaluation supportSource-based traceability

Known limitations

Dataset coverage, licensing, annotation quality and benchmark relevance depend on the source version and use context.Performance claims should be assessed through models evaluated on the dataset rather than inferred from the dataset alone.

Technical and registry detail

Technical description

Structured record for FEVER Dataset. The technical layer identifies the entity type, classification, creator or organization, official source anchor, capabilities, limitations, timeline entries and graph relationships without adding internal import events to the public history.

Controlled tags

DatasetBenchmarkTraining DataEvaluation

Relationship graph

FEVER Dataset

Associated organizationFEVER contributors

FEVER contributors is the organization, project community or institutional context associated with FEVER Dataset.

Domain contextDataset and benchmark infrastructure

FEVER Dataset belongs to the Dataset and benchmark infrastructure layer of the intelligent-entity registry.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002608",
    "name": "FEVER Dataset",
    "alternateName": [],
    "additionalType": "Dataset",
    "description": "FEVER Dataset is a ai dataset / benchmark corpus associated with FEVER contributors.",
    "creator": "FEVER contributors",
    "url": "entity.php?id=ENT-00002608",
    "sameAs": "https://fever.ai/",
    "lxkeysWorld": {
        "classification": "AI Dataset / Benchmark Corpus",
        "organization": "FEVER contributors",
        "originContext": "Dataset and benchmark infrastructure",
        "firstPublicAppearance": "2018",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:48:33+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:48:33+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:48:33+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "Dataset reference",
            "Benchmark or training-data context",
            "Task-level documentation",
            "Model evaluation support",
            "Source-based traceability"
        ],
        "limitations": [
            "Dataset coverage, licensing, annotation quality and benchmark relevance depend on the source version and use context.",
            "Performance claims should be assessed through models evaluated on the dataset rather than inferred from the dataset alone."
        ],
        "tags": [
            "Dataset",
            "Benchmark",
            "Training Data",
            "Evaluation"
        ],
        "timeline": [
            {
                "date": "2018",
                "title": "Public release or documentation",
                "description": "FEVER Dataset appears in public documentation, project records, benchmark descriptions or research references associated with FEVER contributors."
            }
        ],
        "relationships": [
            {
                "target": "FEVER contributors",
                "type": "Associated organization",
                "description": "FEVER contributors is the organization, project community or institutional context associated with FEVER Dataset.",
                "evidence_level": "documentary"
            },
            {
                "target": "Dataset and benchmark infrastructure",
                "type": "Domain context",
                "description": "FEVER Dataset belongs to the Dataset and benchmark infrastructure layer of the intelligent-entity registry.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official or reference dataset page",
                "url": "https://fever.ai/",
                "source_type": "Primary / Reference Source",
                "verification_status": "verified"
            }
        ]
    }
}

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