ENT-00001198 · AI Infrastructure

Great Expectations

Great Expectations is a data quality framework associated with GX.

Level IV — ConnectedDocumentedStructured

Human readable record

Overview

Great Expectations is a data quality framework associated with GX. It is documented as an infrastructure or tooling entity because it shapes how models, agents, retrieval systems, evaluations or AI applications are built, deployed, observed or used.

Timeline

2018Great Expectations public release or documentation
Great Expectations appears in public documentation as a data quality framework associated with GX.

Capabilities

AI application supportModel integrationDeveloper workflow integrationTechnical documentation anchor

Known limitations

This entity describes an enabling tool or infrastructure layer rather than a standalone intelligent assistant.Capabilities depend on configuration, model choice and deployment environment.

Technical and registry detail

Technical description

Technical infrastructure record for Great Expectations. The record captures its role as a data quality framework, source documentation, operational context, integration surfaces and relationships to model serving, retrieval, evaluation, orchestration or developer workflows.

Controlled tags

AI InfrastructureDeveloper ToolTechnical SystemEstablishedBatch 03 Candidate

Relationship graph

Great Expectations

Created or maintained byGX

Great Expectations is associated with GX.

Machine readable layer

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

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    "identifier": "ENT-00001198",
    "name": "Great Expectations",
    "alternateName": [],
    "additionalType": "AI Infrastructure",
    "description": "Great Expectations is a data quality framework associated with GX.",
    "creator": "GX",
    "url": "entity.php?id=ENT-00001198",
    "sameAs": "https://greatexpectations.io/",
    "lxkeysWorld": {
        "classification": "Data quality framework",
        "organization": "GX",
        "originContext": "AI infrastructure and developer tooling record",
        "firstPublicAppearance": "2018",
        "currentStatus": "Documented",
        "registryStatus": "Structured",
        "spatiumIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV — Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+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",
            "reviewed_utc": "2026-06-16T23:59:14+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "capabilities": [
            "AI application support",
            "Model integration",
            "Developer workflow integration",
            "Technical documentation anchor"
        ],
        "limitations": [
            "This entity describes an enabling tool or infrastructure layer rather than a standalone intelligent assistant.",
            "Capabilities depend on configuration, model choice and deployment environment."
        ],
        "tags": [
            "AI Infrastructure",
            "Developer Tool",
            "Technical System",
            "Established",
            "Batch 03 Candidate"
        ],
        "timeline": [
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                "date": "2018",
                "title": "Great Expectations public release or documentation",
                "description": "Great Expectations appears in public documentation as a data quality framework associated with GX."
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}

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