Triple

T11958107
Position Surface form Disambiguated ID Type / Status
Subject Apple Developer Documentation E284602 entity
Predicate documents P450 FINISHED
Object Swift
Swift is a modern, high-performance programming language created by Apple for building apps across its platforms, designed with safety, speed, and expressiveness in mind.
 E17651 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Swift | Statement: [Apple Developer Documentation, documents, Swift]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swift
Context triple: [Apple Developer Documentation, documents, Swift]
  • A. Swift
    Swift is a line of thin-and-light consumer and productivity laptops produced by the Taiwanese computer manufacturer Acer.
  • B. Swift
    Swift is OpenStack’s distributed object storage system designed for scalable, fault-tolerant storage and retrieval of large amounts of unstructured data.
  • C. Swift
    Swift is the OpenStack object storage system designed for scalable, redundant, and distributed storage of large amounts of unstructured data.
  • D. Swift
    Swift is a NASA space telescope mission dedicated to detecting and rapidly observing gamma-ray bursts and other high-energy astrophysical phenomena.
  • E. Swift
    Swift is a British single-seat fighter aircraft developed in the early Cold War era, known for its swept-wing design and service with the Royal Air Force.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swift
Target entity description: Swift is a modern, high-performance programming language created by Apple for building apps across its platforms, designed with safety, speed, and expressiveness in mind.
  • A. Swift chosen
    Swift is a modern, compiled programming language developed by Apple for building fast, safe, and expressive applications across its platforms and beyond.
  • B. Swift
    Swift is a line of thin-and-light consumer and productivity laptops produced by the Taiwanese computer manufacturer Acer.
  • C. Swift
    Swift is the OpenStack object storage system designed for scalable, redundant, and distributed storage of large amounts of unstructured data.
  • D. Swift
    Swift is a British single-seat fighter aircraft developed in the early Cold War era, known for its swept-wing design and service with the Royal Air Force.
  • E. Swift
    Swift is OpenStack’s distributed object storage system designed for scalable, fault-tolerant storage and retrieval of large amounts of unstructured data.
  • F. None of above.

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Swift
Triple: [Apple Developer Documentation, documents, Swift]
Generated description
Swift is a modern, high-performance programming language created by Apple for building apps across its platforms, designed with safety, speed, and expressiveness in mind.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d6ab2db38c8190b1f0ed6663ef8ada elicitation completed
NER batch_69d903681a00819098c2b5260e2ef834 ner completed
NED1 batch_69f459210d1c8190953cd01da3d2ad04 ned_source_triple completed
NED2 batch_69f465be4db08190882898a17d077019 ned_description completed
NEDg batch_69f4645ef63881909b46937f73d637a3 nedg completed
Created at: April 8, 2026, 9:45 p.m.