PR
ENT-00001360 · Research System

ProtTrans

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

Level IV ConnectedActiveDocumented
Human record

Overview

ProtTrans is a protein language model collection associated with ProtTrans authors. The entity is included because it represents a distinct public AI system, model, product, platform or research object with an identifiable source base and a clear role in the AI landscape.

Timeline

  1. 2020Initial research publication or demonstration

    ProtTrans entered the documented public record in 2020. This event is retained at the precision supported by the Entry’s reviewed source history.

Capabilities

Public AI capabilityDocumented source anchorDomain-specific functionRelationship mapping

Known limitations

Capabilities depend on product version, access tier, deployment context and provider policy.The record documents public identity and source context rather than private implementation details.
Technical and structured detail

Technical description

Structured LXKeys.world registry record for ProtTrans. Entity type: Research System; classification: AI Research / Specialized System; creator/organization context: ProtTrans authors. Canonical source anchor: https://github.com/agemagician/ProtTrans. 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

Specialized AI SystemDocumented EntityContemporaryBatch 03 Candidate
Relationship graph

ProtTrans

Open in full graph
ProtTrans
Created or maintained byOutgoing
ProtTrans authors

ProtTrans is associated with ProtTrans authors.

Machine readable layer

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

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        {
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        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00001360",
    "name": "ProtTrans",
    "alternateName": [],
    "additionalType": {
        "category": "Methods and Research",
        "type": "Research System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "ProtTrans is a research system associated with ProtTrans authors, classified in LXKeys.world as AI Research / Specialized System.",
    "creator": "ProtTrans authors",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001360&lang=en",
    "sameAs": "https://github.com/agemagician/ProtTrans",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001360",
        "kind": "Methods and Research",
        "type": "Research System",
        "subtype": "",
        "classification": "AI Research / Specialized System",
        "organization": "ProtTrans authors",
        "originContext": "Public AI product and technical record",
        "firstPublicAppearance": "2020",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:14+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "facts": [],
        "capabilities": [
            "Public AI capability",
            "Documented source anchor",
            "Domain-specific function",
            "Relationship mapping"
        ],
        "limitations": [
            "Capabilities depend on product version, access tier, deployment context and provider policy.",
            "The record documents public identity and source context rather than private implementation details."
        ],
        "tags": [
            "Specialized AI System",
            "Documented Entity",
            "Contemporary",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2020",
                "title": "Initial research publication or demonstration",
                "description": "ProtTrans entered the documented public record in 2020. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://github.com/agemagician/ProtTrans",
                "verification_status": "source_backed_curated_baseline"
            }
        ],
        "relationships": [
            {
                "target": "ProtTrans authors",
                "type": "Created or maintained by",
                "description": "ProtTrans is associated with ProtTrans authors.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "ProtTrans official reference",
                "url": "https://github.com/agemagician/ProtTrans",
                "source_type": "Official or Primary Source",
                "verification_status": "verified",
                "authority": "TRUSTED_PRIMARY",
                "role": "code_repository",
                "update_enabled": false,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
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