I
ENT-00001174 · AI Infrastructure

Instructor

Instructor is a structured outputs library associated with Instructor contributors.

Level IV — ConnectedActiveStructured
Human readable record

Overview

Instructor is a structured outputs library associated with Instructor contributors. 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

  1. 2023Instructor public release or documentation

    Instructor appears in public documentation as a structured outputs library associated with Instructor contributors.

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 Instructor. The record captures its role as a structured outputs library, source documentation, operational context, integration surfaces and relationships to model serving, retrieval, evaluation, orchestration or developer workflows.

Controlled tags

AI InfrastructureDeveloper ToolTechnical SystemContemporaryBatch 03 Candidate
Relationship graph
Instructor
Created or maintained byInstructor contributors

Instructor is associated with Instructor contributors.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00001174",
    "name": "Instructor",
    "alternateName": [],
    "additionalType": "AI Infrastructure",
    "description": "Instructor is a structured outputs library associated with Instructor contributors.",
    "creator": "Instructor contributors",
    "url": "entity.php?id=ENT-00001174",
    "sameAs": "https://python.useinstructor.com/",
    "lxkeysWorld": {
        "classification": "Structured outputs library",
        "organization": "Instructor contributors",
        "originContext": "AI infrastructure and developer tooling record",
        "firstPublicAppearance": "2023",
        "currentStatus": "Active",
        "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",
            "Contemporary",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2023",
                "title": "Instructor public release or documentation",
                "description": "Instructor appears in public documentation as a structured outputs library associated with Instructor contributors."
            }
        ],
        "relationships": [
            {
                "target": "Instructor contributors",
                "type": "Created or maintained by",
                "description": "Instructor is associated with Instructor contributors.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Instructor official documentation",
                "url": "https://python.useinstructor.com/",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}
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