Triple

T815983
Position Surface form Disambiguated ID Type / Status
Subject Swift (programming language) E17651 entity
Predicate packageManager P5091 FINISHED
Object Swift Package Manager
Swift Package Manager is the official tool for managing, building, and distributing Swift code and dependencies across projects.
 E97043 NE FINISHED

How this triple was built (4 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 Package Manager | Statement: [Swift (programming language), packageManager, Swift Package Manager]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swift Package Manager
Context triple: [Swift (programming language), packageManager, Swift Package Manager]
  • 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. SwiftUI
    SwiftUI is Apple’s modern declarative user interface framework for building apps across all its platforms using the Swift programming language.
  • C. GitHub Packages
    GitHub Packages is a software package hosting and management service integrated into GitHub, enabling developers to publish, share, and reuse packages alongside their source code and workflows.
  • D. Xcode
    Xcode is Apple's integrated development environment (IDE) for creating software across macOS, iOS, watchOS, and tvOS platforms.
  • E. NuGet package manager
    NuGet package manager is a tool for managing and distributing reusable .NET libraries and dependencies, commonly integrated into development environments like Visual Studio.
  • 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 Package Manager
Triple: [Swift (programming language), packageManager, Swift Package Manager]
Generated description
Swift Package Manager is the official tool for managing, building, and distributing Swift code and dependencies across projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swift Package Manager
Target entity description: Swift Package Manager is the official tool for managing, building, and distributing Swift code and dependencies across projects.
  • 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. SwiftUI
    SwiftUI is Apple’s modern declarative user interface framework for building apps across all its platforms using the Swift programming language.
  • C. GitHub Packages
    GitHub Packages is a software package hosting and management service integrated into GitHub, enabling developers to publish, share, and reuse packages alongside their source code and workflows.
  • D. Xcode
    Xcode is Apple's integrated development environment (IDE) for creating software across macOS, iOS, watchOS, and tvOS platforms.
  • E. NuGet package manager
    NuGet package manager is a tool for managing and distributing reusable .NET libraries and dependencies, commonly integrated into development environments like Visual Studio.
  • F. None of above. chosen

Provenance (5 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.
Created at: March 1, 2026, 7:38 p.m.