Triple

T9003959
Position Surface form Disambiguated ID Type / Status
Subject macOS SDK E215097 entity
Predicate containsFramework P58147 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 SDK, containsFramework, AppKit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AppKit
Context triple: [macOS SDK, containsFramework, 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. AppleEvents
    AppleEvents is a Macintosh interprocess communication system that allows applications and the operating system to send high-level, scriptable commands to each other.
  • D. UIKit
    UIKit is Apple’s primary user interface framework for building and managing iOS app UIs, handling views, controls, event handling, and application infrastructure.
  • E. 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.
  • 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 SDK, containsFramework, 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. AppleEvents
    AppleEvents is a Macintosh interprocess communication system that allows applications and the operating system to send high-level, scriptable commands to each other.
  • D. UIKit
    UIKit is Apple’s primary user interface framework for building and managing iOS app UIs, handling views, controls, event handling, and application infrastructure.
  • E. 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.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: containsFramework
Context triple: [macOS SDK, containsFramework, AppKit]
  • A. isPartOfFramework
    Indicates that one entity functions as a component, module, or element within a larger structured framework or system.
  • B. appliesFramework
    Indicates that one entity uses or implements a particular framework in relation to another entity or context.
  • C. hasDistinctiveFrameworkWith
    Indicates that one entity possesses a unique or distinguishing structural framework in relation to another entity.
  • D. frameworkSupport chosen
    Indicates that one entity provides compatibility with, or operational support for, a particular framework used by another entity.
  • E. frameworkFor
    Indicates that one entity serves as a supporting structure, system, or basis that organizes, guides, or enables the development or functioning of 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6959497c8190a748c78504dd2eb6 completed April 1, 2026, 12:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0e0a28c81909b6d2c6cd80e24d4 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd1bffe6881908c42b83ad7c7f0ef completed April 3, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69cfd233dda0819094bd5e69d091f1a7 completed April 3, 2026, 2:44 p.m.
PD Predicate disambiguation batch_69cc5edd6cb48190b4fc6d6ca0418056 completed March 31, 2026, 11:55 p.m.
Created at: March 30, 2026, 7:05 p.m.