Triple

T815957
Position Surface form Disambiguated ID Type / Status
Subject Swift (programming language) E17651 entity
Predicate usesCompiler P3924 FINISHED
Object Swift compiler
The Swift compiler is the toolchain component that translates Swift source code into executable binaries, providing optimizations, type checking, and integration with Apple’s development ecosystem.
E17651 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
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 compiler | Statement: [Swift (programming language), usesCompiler, Swift compiler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swift compiler
Context triple: [Swift (programming language), usesCompiler, Swift compiler]
  • A. Swift
    Swift is a modern, compiled programming language developed by Apple for building fast, safe, and expressive applications across its platforms and beyond.
  • B. Clang
    Clang is a modern, open-source C, C++, and Objective-C compiler front end for the LLVM project, known for its fast compilation, expressive diagnostics, and modular design.
  • C. LLVM
    LLVM is a modular, reusable compiler and toolchain infrastructure project widely used for building language frontends, optimizers, and backends for diverse hardware architectures.
  • D. SwiftUI
    SwiftUI is Apple’s modern declarative user interface framework for building apps across all its platforms using the Swift programming language.
  • E. Roslyn compiler
    The Roslyn compiler is Microsoft’s open-source, next-generation C# and Visual Basic compiler platform that provides rich code analysis APIs and enables advanced tooling and refactoring in the .NET ecosystem.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
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 compiler
Triple: [Swift (programming language), usesCompiler, Swift compiler]
Generated description
The Swift compiler is the toolchain component that translates Swift source code into executable binaries, providing optimizations, type checking, and integration with Apple’s development ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swift compiler
Target entity description: The Swift compiler is the toolchain component that translates Swift source code into executable binaries, providing optimizations, type checking, and integration with Apple’s development ecosystem.
  • 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. Clang
    Clang is a modern, open-source C, C++, and Objective-C compiler front end for the LLVM project, known for its fast compilation, expressive diagnostics, and modular design.
  • C. LLVM
    LLVM is a modular, reusable compiler and toolchain infrastructure project widely used for building language frontends, optimizers, and backends for diverse hardware architectures.
  • D. SwiftUI
    SwiftUI is Apple’s modern declarative user interface framework for building apps across all its platforms using the Swift programming language.
  • E. Roslyn compiler
    The Roslyn compiler is Microsoft’s open-source, next-generation C# and Visual Basic compiler platform that provides rich code analysis APIs and enables advanced tooling and refactoring in the .NET ecosystem.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: usesCompiler
Context triple: [Swift (programming language), usesCompiler, Swift compiler]
  • A. hasMajorCompiler
    Indicates that an entity is associated with or supported by a primary or widely used compiler.
  • B. compilationType
    Indicates the specific method or mode by which something is compiled or assembled into a final form.
  • C. compiledIn
    Indicates that a piece of code, program, or module was compiled within or for a specific environment, system, or context.
  • D. compiler chosen
    Indicates that one entity serves as a compiler of another, typically transforming source material (such as code or documents) into a compiled or aggregated form.
  • E. compiledUnder
    Indicates that something (typically code or a program) was built or translated into executable form using a specific compiler, configuration, or compilation environment.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab5157b08190b6c8f2fd455f261e completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d8d1a448190be8494fa2776615a completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a78bd0a1d48190907434a17853dfb1 completed March 4, 2026, 1:33 a.m.
NED2 Entity disambiguation (via description) batch_69a78c3a57d88190a994ed44bcb2d8d1 completed March 4, 2026, 1:34 a.m.
PD Predicate disambiguation batch_69a4aa756920819080ae82948974c876 completed March 1, 2026, 9:07 p.m.
Created at: March 1, 2026, 7:38 p.m.