ENT-00001700 · AI Dataset

LFW

LFW is a labeled faces in the wild dataset associated with UMass Amherst.

Level IV — ConnectedActiveDocumented

Human readable record

Overview

LFW is a documented AI dataset or benchmark associated with UMass Amherst. The record identifies its role in evaluation, training, measurement or comparison of intelligent systems, with emphasis on the source context and the type of capability it helps assess.

Timeline

2007LFW public documentation anchor
LFW appears in public documentation or stable reference sources as a labeled faces in the wild dataset associated with UMass Amherst.

Capabilities

Data resourceEvaluation supportResearch reference

Known limitations

The record describes the public identity and documented role of the entity, not private implementation details.Capabilities depend on version, deployment context, access conditions and the available public documentation.

Technical and registry detail

Technical description

Structured record for LFW. The technical layer identifies entity type, classification, creator or organization, public source anchors, timeline entry, capabilities, limitations, registry status and graph relationships. Source anchor: http://vis-www.cs.umass.edu/lfw/.

Controlled tags

DatasetBenchmarkEvaluation

Relationship graph

LFW

Published byUMass Amherst

LFW is associated with UMass Amherst through its documented source context.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00001700",
    "name": "LFW",
    "alternateName": [],
    "additionalType": "AI Dataset",
    "description": "LFW is a labeled faces in the wild dataset associated with UMass Amherst.",
    "creator": "University of Massachusetts Amherst",
    "url": "entity.php?id=ENT-00001700",
    "sameAs": "http://vis-www.cs.umass.edu/lfw/",
    "lxkeysWorld": {
        "classification": "labeled faces in the wild dataset",
        "organization": "UMass Amherst",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2007",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV — Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:28+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:28+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:28+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "Data resource",
            "Evaluation support",
            "Research reference"
        ],
        "limitations": [
            "The record describes the public identity and documented role of the entity, not private implementation details.",
            "Capabilities depend on version, deployment context, access conditions and the available public documentation."
        ],
        "tags": [
            "Dataset",
            "Benchmark",
            "Evaluation"
        ],
        "timeline": [
            {
                "date": "2007",
                "title": "LFW public documentation anchor",
                "description": "LFW appears in public documentation or stable reference sources as a labeled faces in the wild dataset associated with UMass Amherst."
            }
        ],
        "relationships": [
            {
                "target": "UMass Amherst",
                "type": "Published by",
                "description": "LFW is associated with UMass Amherst through its documented source context.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official dataset or benchmark reference",
                "url": "http://vis-www.cs.umass.edu/lfw/",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}

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