ENT-00001514 · Machine Translation Model

MarianMT

MarianMT is a neural machine translation framework associated with Marian NMT.

Level IV — ConnectedActiveConnected

Human readable record

Overview

MarianMT is a documented AI model or assistant-related entity associated with Marian NMT. The record focuses on its public identity, release context, capability class, source lineage and relationship to adjacent model or product families.

Timeline

2018MarianMT public documentation anchor
MarianMT appears in public documentation or stable reference sources as a neural machine translation framework associated with Marian NMT.

Capabilities

Model capabilityBenchmarkable systemPublic technical record

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 MarianMT. 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://marian-nmt.github.io/.

Controlled tags

Foundation ModelAI ModelResearch System

Relationship graph

MarianMT

Associated organizationMarian NMT

MarianMT is associated with Marian NMT 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-00001514",
    "name": "MarianMT",
    "alternateName": [],
    "additionalType": "Machine Translation Model",
    "description": "MarianMT is a neural machine translation framework associated with Marian NMT.",
    "creator": "University of Edinburgh",
    "url": "entity.php?id=ENT-00001514",
    "sameAs": "https://marian-nmt.github.io",
    "lxkeysWorld": {
        "classification": "neural machine translation framework",
        "organization": "Marian NMT",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2018",
        "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": "2026-06-16T23:59:28+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": [
            "Model capability",
            "Benchmarkable system",
            "Public technical record"
        ],
        "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": [
            "Foundation Model",
            "AI Model",
            "Research System"
        ],
        "timeline": [
            {
                "date": "2018",
                "title": "MarianMT public documentation anchor",
                "description": "MarianMT appears in public documentation or stable reference sources as a neural machine translation framework associated with Marian NMT."
            }
        ],
        "relationships": [
            {
                "target": "Marian NMT",
                "type": "Associated organization",
                "description": "MarianMT is associated with Marian NMT through its documented source context.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Marian NMT documentation",
                "url": "https://marian-nmt.github.io/",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}

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