Triple

T2629160
Position Surface form Disambiguated ID Type / Status
Subject macOS Cocoa E59592 entity
Predicate mainGUIFramework P9140 FINISHED
Object AppKit
AppKit is Apple’s primary Objective-C framework for building graphical user interfaces and event-driven desktop applications on macOS.
E59592 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: AppKit | Statement: [macOS Cocoa, mainGUIFramework, AppKit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AppKit
Context triple: [macOS Cocoa, mainGUIFramework, AppKit]
  • A. macOS Cocoa
    macOS Cocoa is Apple’s native object-oriented application framework for building graphical user interfaces on macOS.
  • B. OPENSTEP
    OPENSTEP is an object-oriented application programming interface and operating system environment developed by NeXT that later formed the technological foundation for macOS and iOS.
  • C. UIKit
    UIKit is Apple’s primary user interface framework for building and managing iOS app UIs, handling views, controls, event handling, and application infrastructure.
  • D. NeXTSTEP Interface Builder
    NeXTSTEP Interface Builder was a pioneering graphical tool for visually designing user interfaces and connecting them to application code in the NeXTSTEP operating system.
  • E. Macintosh Toolbox
    The Macintosh Toolbox was the core collection of system software routines and services that provided the graphical user interface, event handling, and application support framework for the classic Mac OS.
  • 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: AppKit
Triple: [macOS Cocoa, mainGUIFramework, AppKit]
Generated description
AppKit is Apple’s primary Objective-C framework for building graphical user interfaces and event-driven desktop applications on macOS.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AppKit
Target entity description: AppKit is Apple’s primary Objective-C framework for building graphical user interfaces and event-driven desktop applications on macOS.
  • A. macOS Cocoa chosen
    macOS Cocoa is Apple’s native object-oriented application framework for building graphical user interfaces on macOS.
  • B. OPENSTEP
    OPENSTEP is an object-oriented application programming interface and operating system environment developed by NeXT that later formed the technological foundation for macOS and iOS.
  • C. UIKit
    UIKit is Apple’s primary user interface framework for building and managing iOS app UIs, handling views, controls, event handling, and application infrastructure.
  • D. NeXTSTEP Interface Builder
    NeXTSTEP Interface Builder was a pioneering graphical tool for visually designing user interfaces and connecting them to application code in the NeXTSTEP operating system.
  • E. Macintosh Toolbox
    The Macintosh Toolbox was the core collection of system software routines and services that provided the graphical user interface, event handling, and application support framework for the classic Mac OS.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: mainGUIFramework
Context triple: [macOS Cocoa, mainGUIFramework, AppKit]
  • A. webFramework
    Indicates that one entity is a web framework used to build or support web applications for the other entity.
  • B. frameworkFor chosen
    Indicates that one entity serves as a supporting structure, system, or basis that organizes, guides, or enables the development or functioning of another entity.
  • C. frameworkPresented
    Indicates that a particular framework has been formally introduced or shown to an audience or recipient.
  • D. mainFunctions
    Indicates that the subject serves as the primary or central functional component or role for the object.
  • E. mainBase
    Indicates that one entity serves as the primary or central base or headquarters for another entity.
  • 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_69ab4ac8596c8190b34997e73d9e991c completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abdb0e7b888190bfa5d2e33f00ec0f completed March 7, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69af90a44a348190b8b49b37418dd94b completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af9172ba248190bbc68a00b43d9b44 completed March 10, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69af92500920819082c651f75a06dd72 completed March 10, 2026, 3:38 a.m.
PD Predicate disambiguation batch_69abd810d7f481908e81c305772c4c14 completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:50 p.m.