B
ENT-00000705 · Research System

BIG-bench

BIG-bench is a documented research system associated with Google.

Level V — PersistentActiveDocumented
Human readable record

Overview

BIG-bench is documented as a research system, benchmark, dataset or scientific AI record associated with Google. It is relevant for collaborative benchmark suite for measuring language model capabilities. The record helps situate evaluation, discovery, training evidence or scientific capability in the registry graph.

Timeline

  1. 2022BIG-bench public reference

    BIG-bench is publicly documented in relation to Google.

Capabilities

Research evaluation or discoveryScientific or benchmark utilityStructured evidence generationModel or system analysis

Known limitations

Capabilities vary by release, deployment setting and evaluation method.Operational details may differ across hosted APIs, open releases or downstream integrations.
Technical and registry detail

Technical description

Structured record for BIG-bench. The technical layer identifies entity type Research System, organization Google, source anchor https://github.com/google/BIG-bench, capability fields, limitation fields, timeline event, source records, tags (Google, Research System, Research) and graph relationships for machine-readable registry integration.

Controlled tags

GoogleResearch SystemResearchAI
Relationship graph
BIG-bench
Associated OrganizationGoogle

Google is the organization or ecosystem associated with BIG-bench.

Creator or DeveloperGoogle Research

Google Research is identified as a creator, developer or originating actor for BIG-bench.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00000705",
    "name": "BIG-bench",
    "alternateName": [],
    "additionalType": "Research System",
    "description": "BIG-bench is a documented research system associated with Google.",
    "creator": "Google Research",
    "url": "entity.php?id=ENT-00000705",
    "sameAs": "https://github.com/google/BIG-bench",
    "lxkeysWorld": {
        "classification": "AI benchmark",
        "organization": "Google",
        "originContext": "Benchmark",
        "firstPublicAppearance": "2022",
        "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": "2026-06-16T23:59:02+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:02+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:02+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "Research evaluation or discovery",
            "Scientific or benchmark utility",
            "Structured evidence generation",
            "Model or system analysis"
        ],
        "limitations": [
            "Capabilities vary by release, deployment setting and evaluation method.",
            "Operational details may differ across hosted APIs, open releases or downstream integrations."
        ],
        "tags": [
            "Google",
            "Research System",
            "Research",
            "AI"
        ],
        "timeline": [
            {
                "date": "2022",
                "title": "BIG-bench public reference",
                "description": "BIG-bench is publicly documented in relation to Google."
            }
        ],
        "relationships": [
            {
                "target": "Google",
                "type": "Associated Organization",
                "description": "Google is the organization or ecosystem associated with BIG-bench.",
                "evidence_level": "documentary"
            },
            {
                "target": "Google Research",
                "type": "Creator or Developer",
                "description": "Google Research is identified as a creator, developer or originating actor for BIG-bench.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "BIG-bench official reference",
                "url": "https://github.com/google/BIG-bench",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}
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