ESMFold
ENT-00000932 · Research System

ESMFold

ESMFold is a research system associated with Meta, classified in LXKeys.world as AI Research / Specialized System.

Level V PersistentActiveDocumented
Human 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. 2022Initial research publication or demonstration

    ESMFold entered the documented public record in 2022. This event is retained at the precision supported by the Entry’s reviewed source history.

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 structured detail

Technical description

Structured LXKeys.world registry record for ESMFold. Entity type: Research System; classification: AI Research / Specialized System; creator/organization context: Meta AI. Canonical source anchor: https://esmatlas.com/. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Controlled tags

MetaResearch SystemDocumented AIprotein
Relationship graph

ESMFold

Open in full graph
ESMFold
Associated OrganizationOutgoing
Meta

Meta is the organization or ecosystem associated with ESMFold.

Creator or DeveloperOutgoing
Meta AI

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

Machine readable layer

Structured entry data for human tools, AI systems and machine clients.

{
    "@context": [
        "https://schema.org",
        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00000932",
    "name": "ESMFold",
    "alternateName": [],
    "additionalType": {
        "category": "Methods and Research",
        "type": "Research System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "ESMFold is a research system associated with Meta, classified in LXKeys.world as AI Research / Specialized System.",
    "creator": "Meta AI",
    "url": "https://lxkeys.world/entry.php?id=ENT-00000932&lang=en",
    "sameAs": "https://esmatlas.com/",
    "image": "https://lxkeys.world/uploads/entity-images/ENT-00000932.png",
    "lxkeysWorld": {
        "worldId": "ENT-00000932",
        "kind": "Methods and Research",
        "type": "Research System",
        "subtype": "",
        "classification": "AI Research / Specialized System",
        "organization": "Meta",
        "originContext": "Scientific AI system",
        "firstPublicAppearance": "2022",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "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"
        },
        "facts": [],
        "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": "Initial research publication or demonstration",
                "description": "ESMFold entered the documented public record in 2022. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://esmatlas.com/",
                "verification_status": "source_backed_official"
            }
        ],
        "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",
                "target_id": "ENT-00000033"
            }
        ],
        "sources": [
            {
                "label": "ESMFold official reference",
                "url": "https://esmatlas.com/",
                "source_type": "Official Documentation",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": {
            "path": "uploads/entity-images/ENT-00000932.png",
            "sha256": "9a1d256da80746ebe8e3cdb9ee5df3f9d967b852087338a18769cdc9b0fb3b7e",
            "width": 512,
            "height": 512,
            "mime": "image/png",
            "provenance_status": "PROVENANCE_UNCONFIRMED",
            "review_status": "preserved_pending_official_verification",
            "legacy_provenance_status": "legacy_unverified",
            "source_type": "historical",
            "source_label": "LXKeys.world historical media corpus",
            "metadata_namespace": "urn:lxkeys:xmp:1.0",
            "metadata_embedded": true,
            "metadata_verified": true,
            "asset_id": "LXW-IMG-ENT-00000932-9A1D256DA807",
            "processing_id": "LXP-20260908-824EAF7CF5A0",
            "processed_at_utc": "2026-09-08T18:00:00Z",
            "dypclt": "D-0 Y-2 P-4 C-4 L-33 T-6",
            "rights_holder": "",
            "rights_policy": "PROVENANCE_REVIEW_REQUIRED",
            "original_sha256": "9a1d256da80746ebe8e3cdb9ee5df3f9d967b852087338a18769cdc9b0fb3b7e",
            "processed_sha256": "3e9693d4bda59a44c4299bb195d8f2ad5edad5305821e169d4955e3d3519316c"
        }
    }
}
Proofs

Contribute to this record

Submit a source, correction or comment. Public changes remain moderated.

Submit proof or comment

Approved comments

No approved public comment yet.