TPOT

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

{
    "@context": [
        "https://schema.org",
        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00001816",
    "name": "TPOT",
    "alternateName": [],
    "additionalType": {
        "category": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "TPOT is a AI system associated with University of Pennsylvania, classified in LXKeys.world as Specialized AI System.",
    "creator": "Epistasis Lab",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001816&lang=en",
    "sameAs": "https://epistasislab.github.io/tpot/",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001816",
        "kind": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "classification": "Specialized AI System",
        "organization": "University of Pennsylvania",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "2016",
        "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": "2026-06-16T23:59:28+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"
        },
        "facts": [],
        "capabilities": [
            "Technical AI workflow",
            "Model operations",
            "Evaluation support"
        ],
        "limitations": [
            "Capabilities depend on the deployed version, configuration, underlying models and supported input/output formats.",
            "Public documentation may not expose private implementation details or all operational safeguards.",
            "Availability, pricing and product scope can change over time."
        ],
        "tags": [
            "AI Infrastructure",
            "Technical System",
            "MLOps"
        ],
        "timeline": [
            {
                "date": "2016",
                "title": "First public appearance",
                "description": "TPOT entered the documented public record in 2016. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://epistasislab.github.io/tpot/",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "University of Pennsylvania",
                "type": "Associated organization",
                "description": "TPOT is associated with University of Pennsylvania through its documented source context.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "TPOT documentation",
                "url": "https://epistasislab.github.io/tpot/",
                "source_type": "Official Documentation",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}