ENT-00001897 · Scientific AI Model

ProtT5

ProtT5 is a protein language model associated with Rostlab.

Level IV — ConnectedActiveConnected

Human readable record

Overview

ProtT5 is a scientific AI system associated with Rostlab. The record focuses on its role in domain-specific prediction, scientific analysis, biological modeling, materials discovery or research-oriented machine learning.

Timeline

2023ProtT5 public documentation anchor
ProtT5 appears in public documentation or stable reference sources as a protein language model associated with Rostlab.

Capabilities

Model capabilityResearch referenceBenchmarkable system

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 ProtT5. The technical layer identifies entity type, classification, creator or organization, public source anchors, timeline entry, capabilities, limitations, registry status and graph relationships. Source anchor: https://huggingface.co/Rostlab/prot_t5_xl_uniref50.

Controlled tags

AI ModelResearch SystemTechnical Record

Relationship graph

ProtT5

Created byRostlab

ProtT5 is associated with Rostlab 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-00001897",
    "name": "ProtT5",
    "alternateName": [],
    "additionalType": "Scientific AI Model",
    "description": "ProtT5 is a protein language model associated with Rostlab.",
    "creator": "Rostlab",
    "url": "entity.php?id=ENT-00001897",
    "sameAs": "https://huggingface.co/Rostlab/prot_t5_xl_uniref50",
    "lxkeysWorld": {
        "classification": "protein language model",
        "organization": "Rostlab",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2023",
        "currentStatus": "Active",
        "registryStatus": "Connected",
        "spatiumIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV — Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:29+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:29+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "reviewed_utc": "2026-06-16T23:59:29+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "Model capability",
            "Research reference",
            "Benchmarkable system"
        ],
        "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": [
            "AI Model",
            "Research System",
            "Technical Record"
        ],
        "timeline": [
            {
                "date": "2023",
                "title": "ProtT5 public documentation anchor",
                "description": "ProtT5 appears in public documentation or stable reference sources as a protein language model associated with Rostlab."
            }
        ],
        "relationships": [
            {
                "target": "Rostlab",
                "type": "Created by",
                "description": "ProtT5 is associated with Rostlab through its documented source context.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Model card, paper, official page or repository",
                "url": "https://huggingface.co/Rostlab/prot_t5_xl_uniref50",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}

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