ENT-00002940 · Dataset

QASC

QASC is a language dataset / benchmark associated with Allen Institute for AI.

Level V — PersistentActiveDocumented

Human readable record

Overview

QASC is a documented language dataset or benchmark. It is recorded as question answering via sentence composition dataset, supporting evaluation or training for question answering, reasoning, dialogue, classification, translation or multilingual language understanding.

Timeline

2020Public release or documentation
QASC appears in public documentation, project records, benchmark descriptions or research references associated with Allen Institute for AI.

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 QASC. 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

DatasetNLPBenchmarkLanguage Understanding

Relationship graph

QASC

Associated organizationAllen Institute for AI

Allen Institute for AI is the organization, project community or institutional context associated with QASC.

Domain contextLanguage model evaluation and NLP data

QASC belongs to the Language model evaluation and NLP data layer of the intelligent-entity registry.

Machine readable layer

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

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    "identifier": "ENT-00002940",
    "name": "QASC",
    "alternateName": [],
    "additionalType": "Dataset",
    "description": "QASC is a language dataset / benchmark associated with Allen Institute for AI.",
    "creator": "Allen Institute for AI",
    "url": "entity.php?id=ENT-00002940",
    "sameAs": "https://allenai.org/data/qasc",
    "lxkeysWorld": {
        "classification": "Language Dataset / Benchmark",
        "organization": "Allen Institute for AI",
        "originContext": "Language model evaluation and NLP data",
        "firstPublicAppearance": "2020",
        "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",
            "NLP",
            "Benchmark",
            "Language Understanding"
        ],
        "timeline": [
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                "date": "2020",
                "title": "Public release or documentation",
                "description": "QASC appears in public documentation, project records, benchmark descriptions or research references associated with Allen Institute for AI."
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        ],
        "relationships": [
            {
                "target": "Allen Institute for AI",
                "type": "Associated organization",
                "description": "Allen Institute for AI is the organization, project community or institutional context associated with QASC.",
                "evidence_level": "documentary"
            },
            {
                "target": "Language model evaluation and NLP data",
                "type": "Domain context",
                "description": "QASC belongs to the Language model evaluation and NLP data layer of the intelligent-entity registry.",
                "evidence_level": "documentary"
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        "sources": [
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                "label": "Official or reference source",
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                "source_type": "Primary / Reference Source",
                "verification_status": "verified"
            }
        ]
    }
}

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