Triple

T11957971
Position Surface form Disambiguated ID Type / Status
Subject Foundation E284599 entity
Predicate includesType P121 FINISHED
Object NSOperation
NSOperation is an Objective-C class in Apple’s Foundation framework that encapsulates a single unit of work, supporting features like dependency management, cancellation, and concurrent execution.
 E956177 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: NSOperation | Statement: [Foundation, includesType, NSOperation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NSOperation
Context triple: [Foundation, includesType, NSOperation]
  • A. NSOperationQueue
    NSOperationQueue is a Foundation framework class that manages the scheduling and concurrent execution of NSOperation tasks in an organized queue.
  • B. Grand Central Dispatch
    Grand Central Dispatch is Apple's low-level concurrency and task scheduling framework used to efficiently manage parallel execution of code on macOS, iOS, and other Darwin-based systems.
  • C. NSObject
    NSObject is the root base class in Objective-C from which most classes in Cocoa and Cocoa Touch inherit, providing fundamental object behavior such as memory management and message sending.
  • D. NSNotificationQueue
    NSNotificationQueue is a Cocoa class that manages the asynchronous posting and coalescing of NSNotifications to an associated NSNotificationCenter.
  • E. WKRefreshBackgroundTask
    WKRefreshBackgroundTask is a WatchKit API class used to handle and manage background refresh tasks in watchOS apps.
  • 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: NSOperation
Triple: [Foundation, includesType, NSOperation]
Generated description
NSOperation is an Objective-C class in Apple’s Foundation framework that encapsulates a single unit of work, supporting features like dependency management, cancellation, and concurrent execution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NSOperation
Target entity description: NSOperation is an Objective-C class in Apple’s Foundation framework that encapsulates a single unit of work, supporting features like dependency management, cancellation, and concurrent execution.
  • A. NSOperationQueue
    NSOperationQueue is a Foundation framework class that manages the scheduling and concurrent execution of NSOperation tasks in an organized queue.
  • B. Grand Central Dispatch
    Grand Central Dispatch is Apple's low-level concurrency and task scheduling framework used to efficiently manage parallel execution of code on macOS, iOS, and other Darwin-based systems.
  • C. NSObject
    NSObject is the root base class in Objective-C from which most classes in Cocoa and Cocoa Touch inherit, providing fundamental object behavior such as memory management and message sending.
  • D. NSNotificationQueue
    NSNotificationQueue is a Cocoa class that manages the asynchronous posting and coalescing of NSNotifications to an associated NSNotificationCenter.
  • E. WKRefreshBackgroundTask
    WKRefreshBackgroundTask is a WatchKit API class used to handle and manage background refresh tasks in watchOS apps.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903681a00819098c2b5260e2ef834 completed April 10, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69f459210d1c8190953cd01da3d2ad04 completed May 1, 2026, 7:41 a.m.
NEDg Description generation batch_69f4645ef63881909b46937f73d637a3 completed May 1, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69f465be4db08190882898a17d077019 completed May 1, 2026, 8:35 a.m.
Created at: April 8, 2026, 9:45 p.m.