Triple

T9761632
Position Surface form Disambiguated ID Type / Status
Subject NSSet E236683 entity
Predicate requiresElementConformance P1840 FINISHED
Object NSObject protocol
The NSObject protocol is a fundamental Objective-C protocol that defines basic behavior and interface requirements, such as object identity, memory management, and introspection, for most Objective-C classes.
E236681 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: NSObject protocol | Statement: [NSSet, requiresElementConformance, NSObject protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NSObject protocol
Context triple: [NSSet, requiresElementConformance, NSObject protocol]
  • A. 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.
  • B. Objective-C
    Objective-C is an object-oriented programming language primarily known for its use in developing software for Apple's macOS and iOS platforms.
  • C. 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.
  • D. WKInterfaceObject
    WKInterfaceObject is a fundamental WatchKit class that represents and manages user interface elements in Apple Watch apps.
  • E. UIApplicationDelegate
    UIApplicationDelegate is an iOS application lifecycle protocol that defines methods for responding to app-level events such as launch, termination, and state transitions.
  • 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: NSObject protocol
Triple: [NSSet, requiresElementConformance, NSObject protocol]
Generated description
The NSObject protocol is a fundamental Objective-C protocol that defines basic behavior and interface requirements, such as object identity, memory management, and introspection, for most Objective-C classes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NSObject protocol
Target entity description: The NSObject protocol is a fundamental Objective-C protocol that defines basic behavior and interface requirements, such as object identity, memory management, and introspection, for most Objective-C classes.
  • A. NSObject chosen
    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.
  • B. Objective-C
    Objective-C is an object-oriented programming language primarily known for its use in developing software for Apple's macOS and iOS platforms.
  • C. 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.
  • D. WKInterfaceObject
    WKInterfaceObject is a fundamental WatchKit class that represents and manages user interface elements in Apple Watch apps.
  • E. UIApplicationDelegate
    UIApplicationDelegate is an iOS application lifecycle protocol that defines methods for responding to app-level events such as launch, termination, and state transitions.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: requiresElementConformance
Context triple: [NSSet, requiresElementConformance, NSObject protocol]
  • A. hasConformanceRequirements
    Indicates that an entity is subject to specific rules, standards, or criteria that it must satisfy or comply with.
  • B. usesConformanceLevels
    Indicates that one entity applies or adheres to defined conformance levels when interacting with or evaluating another entity.
  • C. conformsTo
    Indicates that one entity complies with, follows, or is in accordance with a specified standard, specification, rule, or guideline.
  • D. requiresComplianceTestingBy
    Indicates that one entity must undergo compliance testing conducted or overseen by another entity.
  • E. requiredDesignElement chosen
    Indicates that one entity must include, use, or incorporate another entity as a necessary design component or feature.
  • 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_69ca84d64f6c8190a4ed4e9f5936eda5 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda04c70108190a8ed09eb6f2a124e completed April 1, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1bcec777c81908b2eff64f4756517 completed April 5, 2026, 1:37 a.m.
NEDg Description generation batch_69d1beefbd1c8190bab597373231cca1 completed April 5, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1bf4bb6088190801095cacd218571 completed April 5, 2026, 1:47 a.m.
PD Predicate disambiguation batch_69cd03d0772c8190bd1750cf1cfba309 completed April 1, 2026, 11:38 a.m.
Created at: March 30, 2026, 8:25 p.m.