Triple

T11352044
Position Surface form Disambiguated ID Type / Status
Subject Apple platforms APIs E268859 entity
Predicate includesFramework P1393 FINISHED
Object App Intents framework
The App Intents framework is an Apple developer framework that lets apps expose actions and data to system features like Siri, Shortcuts, and widgets for streamlined, declarative integration.
E920732 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: App Intents framework | Statement: [Apple platforms APIs, includesFramework, App Intents framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: App Intents framework
Context triple: [Apple platforms APIs, includesFramework, App Intents framework]
  • A. App Library for iOS
    App Library for iOS is a feature that automatically organizes iPhone apps into categorized collections and a single, streamlined view to simplify app management and access.
  • B. App Clips
    App Clips are lightweight, instant-launch versions of iOS apps that let users quickly access specific app functionality without installing the full application.
  • 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. Android Instant Apps
    Android Instant Apps is a Google Play feature that lets users run parts of Android apps instantly without installation, enabling quick, lightweight access to app experiences from links.
  • E. HomeKit framework
    HomeKit framework is Apple's software framework that enables iOS apps and Siri to configure, communicate with, and control compatible smart home accessories.
  • 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: App Intents framework
Triple: [Apple platforms APIs, includesFramework, App Intents framework]
Generated description
The App Intents framework is an Apple developer framework that lets apps expose actions and data to system features like Siri, Shortcuts, and widgets for streamlined, declarative integration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: App Intents framework
Target entity description: The App Intents framework is an Apple developer framework that lets apps expose actions and data to system features like Siri, Shortcuts, and widgets for streamlined, declarative integration.
  • A. App Library for iOS
    App Library for iOS is a feature that automatically organizes iPhone apps into categorized collections and a single, streamlined view to simplify app management and access.
  • B. App Clips
    App Clips are lightweight, instant-launch versions of iOS apps that let users quickly access specific app functionality without installing the full application.
  • 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. Android Instant Apps
    Android Instant Apps is a Google Play feature that lets users run parts of Android apps instantly without installation, enabling quick, lightweight access to app experiences from links.
  • E. HomeKit framework
    HomeKit framework is Apple's software framework that enables iOS apps and Siri to configure, communicate with, and control compatible smart home accessories.
  • 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_69d6aacbe18081909e5fadb50082dd96 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea24489081908fbf47fd2e6d709c completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e543a6e97481909dc77a553b217b4d completed April 19, 2026, 9:05 p.m.
NEDg Description generation batch_69e548bb7be4819093aeeaf0c048033e completed April 19, 2026, 9:27 p.m.
NED2 Entity disambiguation (via description) batch_69e54efda820819092d6a94fa4fd21f0 completed April 19, 2026, 9:54 p.m.
Created at: April 8, 2026, 9:33 p.m.