E
ENT-00000932 · Research System

ESMFold

ESMFold is a documented research system associated with Meta.

Level V — PersistentActiveDocumented
Human readable record

Overview

ESMFold is documented as a research system, benchmark, dataset or scientific AI record associated with Meta. It is relevant for Meta AI model for protein structure prediction. The record helps situate evaluation, discovery, training evidence or scientific capability in the registry graph.

Timeline

  1. 2022ESMFold public reference

    ESMFold is publicly documented in relation to Meta.

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 ESMFold. The technical layer identifies entity type Research System, organization Meta, source anchor https://esmatlas.com/, capability fields, limitation fields, timeline event, source records, tags (Meta, Research System, Documented AI) and graph relationships for machine-readable registry integration.

Controlled tags

MetaResearch SystemDocumented AIprotein
Relationship graph
ESMFold
Associated OrganizationMeta

Meta is the organization or ecosystem associated with ESMFold.

Creator or DeveloperMeta AI

Meta AI is identified as a creator, developer or originating actor for ESMFold.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00000932",
    "name": "ESMFold",
    "alternateName": [],
    "additionalType": "Research System",
    "description": "ESMFold is a documented research system associated with Meta.",
    "creator": "Meta AI",
    "url": "entity.php?id=ENT-00000932",
    "sameAs": "https://esmatlas.com/",
    "lxkeysWorld": {
        "classification": "protein folding model",
        "organization": "Meta",
        "originContext": "Scientific AI system",
        "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": [
            "Meta",
            "Research System",
            "Documented AI",
            "protein"
        ],
        "timeline": [
            {
                "date": "2022",
                "title": "ESMFold public reference",
                "description": "ESMFold is publicly documented in relation to Meta."
            }
        ],
        "relationships": [
            {
                "target": "Meta",
                "type": "Associated Organization",
                "description": "Meta is the organization or ecosystem associated with ESMFold.",
                "evidence_level": "documentary"
            },
            {
                "target": "Meta AI",
                "type": "Creator or Developer",
                "description": "Meta AI is identified as a creator, developer or originating actor for ESMFold.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "ESMFold official reference",
                "url": "https://esmatlas.com/",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}
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