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.