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.