ENT-00002669 · Benchmark

BOLD Dataset

BOLD Dataset is a evaluation framework / benchmark associated with Amazon Science.

Level V — PersistentActiveDocumented

Human readable record

Overview

BOLD Dataset is an AI evaluation entity associated with Amazon Science. It is documented as bias in open-ended language generation dataset and helps evaluate model behavior, safety, reasoning, agents, tools, code, reinforcement learning or embodied interaction.

Timeline

2021Public release or documentation
BOLD Dataset appears in public documentation, project records, benchmark descriptions or research references associated with Amazon Science.

Capabilities

Evaluation protocol documentationModel comparison supportTask taxonomy mappingReproducible benchmark anchoringRelationship graph compatibility

Known limitations

Benchmark results can become stale as models improve and evaluation protocols evolve.A benchmark measures a defined task scope rather than complete intelligence.

Technical and registry detail

Technical description

Structured record for BOLD 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

BenchmarkEvaluationAI SafetyAgent Evaluation

Relationship graph

BOLD Dataset

Associated organizationAmazon Science

Amazon Science is the organization, project community or institutional context associated with BOLD Dataset.

Domain contextAI evaluation

BOLD Dataset belongs to the AI evaluation 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-00002669",
    "name": "BOLD Dataset",
    "alternateName": [],
    "additionalType": "Benchmark",
    "description": "BOLD Dataset is a evaluation framework / benchmark associated with Amazon Science.",
    "creator": "Amazon Science",
    "url": "entity.php?id=ENT-00002669",
    "sameAs": "https://github.com/amazon-science/bold",
    "lxkeysWorld": {
        "classification": "Evaluation Framework / Benchmark",
        "organization": "Amazon Science",
        "originContext": "AI evaluation",
        "firstPublicAppearance": "2021",
        "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": [
            "Evaluation protocol documentation",
            "Model comparison support",
            "Task taxonomy mapping",
            "Reproducible benchmark anchoring",
            "Relationship graph compatibility"
        ],
        "limitations": [
            "Benchmark results can become stale as models improve and evaluation protocols evolve.",
            "A benchmark measures a defined task scope rather than complete intelligence."
        ],
        "tags": [
            "Benchmark",
            "Evaluation",
            "AI Safety",
            "Agent Evaluation"
        ],
        "timeline": [
            {
                "date": "2021",
                "title": "Public release or documentation",
                "description": "BOLD Dataset appears in public documentation, project records, benchmark descriptions or research references associated with Amazon Science."
            }
        ],
        "relationships": [
            {
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                "type": "Associated organization",
                "description": "Amazon Science is the organization, project community or institutional context associated with BOLD Dataset.",
                "evidence_level": "documentary"
            },
            {
                "target": "AI evaluation",
                "type": "Domain context",
                "description": "BOLD Dataset belongs to the AI evaluation layer of the intelligent-entity registry.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
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                "label": "Official documentation",
                "url": "https://github.com/amazon-science/bold",
                "source_type": "Official / Research Source",
                "verification_status": "verified"
            }
        ]
    }
}

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