ENT-00000929 · Research System

DeepVariant

DeepVariant is a documented research system associated with Google.

Level IV — ConnectedActiveDocumented

Human readable record

Overview

DeepVariant is documented as a research system, benchmark, dataset or scientific AI record associated with Google. It is relevant for deep learning system for genomic variant calling. The record helps situate evaluation, discovery, training evidence or scientific capability in the registry graph.

Timeline

2017DeepVariant public reference
DeepVariant is publicly documented in relation to Google.

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

Controlled tags

GoogleResearch SystemDocumented AIgenomic

Relationship graph

DeepVariant

Associated OrganizationGoogle

Google is the organization or ecosystem associated with DeepVariant.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00000929",
    "name": "DeepVariant",
    "alternateName": [],
    "additionalType": "Research System",
    "description": "DeepVariant is a documented research system associated with Google.",
    "creator": "Google",
    "url": "entity.php?id=ENT-00000929",
    "sameAs": "https://github.com/google/deepvariant",
    "lxkeysWorld": {
        "classification": "genomic variant calling model",
        "organization": "Google",
        "originContext": "Scientific AI system",
        "firstPublicAppearance": "2017",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV — Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:02+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": [
            "Google",
            "Research System",
            "Documented AI",
            "genomic"
        ],
        "timeline": [
            {
                "date": "2017",
                "title": "DeepVariant public reference",
                "description": "DeepVariant is publicly documented in relation to Google."
            }
        ],
        "relationships": [
            {
                "target": "Google",
                "type": "Associated Organization",
                "description": "Google is the organization or ecosystem associated with DeepVariant.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "DeepVariant official reference",
                "url": "https://github.com/google/deepvariant",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}

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