S
ENT-00000708 · Research System

SWE-bench

SWE-bench is a documented research system associated with Princeton NLP.

Level V — PersistentActiveDocumented
Human readable record

Overview

SWE-bench is documented as a research system, benchmark, dataset or scientific AI record associated with Princeton NLP. It is relevant for benchmark for evaluating AI systems on real software engineering issues. The record helps situate evaluation, discovery, training evidence or scientific capability in the registry graph.

Timeline

  1. 2023SWE-bench public reference

    SWE-bench is publicly documented in relation to Princeton NLP.

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 SWE-bench. The technical layer identifies entity type Research System, organization Princeton NLP, source anchor https://www.swebench.com/, capability fields, limitation fields, timeline event, source records, tags (Princeton NLP, Research System, Research) and graph relationships for machine-readable registry integration.

Controlled tags

Princeton NLPResearch SystemResearchsoftware
Relationship graph
SWE-bench
Associated OrganizationPrinceton NLP

Princeton NLP is the organization or ecosystem associated with SWE-bench.

Creator or DeveloperSWE-bench Team

SWE-bench Team is identified as a creator, developer or originating actor for SWE-bench.

Machine readable layer

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

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00000708",
    "name": "SWE-bench",
    "alternateName": [],
    "additionalType": "Research System",
    "description": "SWE-bench is a documented research system associated with Princeton NLP.",
    "creator": "SWE-bench Team",
    "url": "entity.php?id=ENT-00000708",
    "sameAs": "https://www.swebench.com/",
    "lxkeysWorld": {
        "classification": "software engineering benchmark",
        "organization": "Princeton NLP",
        "originContext": "Benchmark",
        "firstPublicAppearance": "2023",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V — Persistent"
        },
        "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": [
            "Princeton NLP",
            "Research System",
            "Research",
            "software"
        ],
        "timeline": [
            {
                "date": "2023",
                "title": "SWE-bench public reference",
                "description": "SWE-bench is publicly documented in relation to Princeton NLP."
            }
        ],
        "relationships": [
            {
                "target": "Princeton NLP",
                "type": "Associated Organization",
                "description": "Princeton NLP is the organization or ecosystem associated with SWE-bench.",
                "evidence_level": "documentary"
            },
            {
                "target": "SWE-bench Team",
                "type": "Creator or Developer",
                "description": "SWE-bench Team is identified as a creator, developer or originating actor for SWE-bench.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "SWE-bench official reference",
                "url": "https://www.swebench.com/",
                "source_type": "Official Documentation",
                "verification_status": "verified"
            }
        ]
    }
}
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