Triple

T9761812
Position Surface form Disambiguated ID Type / Status
Subject NSCoder E236687 entity
Predicate conformsTo P3994 FINISHED
Object NSSecureCoding (via subclasses)
NSSecureCoding (via subclasses) is a secure coding protocol in Apple’s Foundation framework that ensures objects are safely encoded and decoded, preventing the creation of unexpected or malicious object types during archiving and serialization.
 E820438 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: NSSecureCoding (via subclasses) | Statement: [NSCoder, conformsTo, NSSecureCoding (via subclasses)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NSSecureCoding (via subclasses)
Context triple: [NSCoder, conformsTo, NSSecureCoding (via subclasses)]
  • A. NSCoder
    NSCoder is an abstract class in Apple’s Foundation framework that provides an interface for encoding and decoding objects and values for archiving and serialization.
  • B. NSData
    NSData is a fundamental Objective-C class in Apple’s Foundation framework that represents immutable raw binary data.
  • 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. Key-Value Observing
    Key-Value Observing is an Objective-C and Swift mechanism that lets objects be notified and react when specific properties of other objects change.
  • E. System.SerializableAttribute
    System.SerializableAttribute is a C# attribute that marks a class or struct as capable of being serialized by the .NET runtime.
  • 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: NSSecureCoding (via subclasses)
Triple: [NSCoder, conformsTo, NSSecureCoding (via subclasses)]
Generated description
NSSecureCoding (via subclasses) is a secure coding protocol in Apple’s Foundation framework that ensures objects are safely encoded and decoded, preventing the creation of unexpected or malicious object types during archiving and serialization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NSSecureCoding (via subclasses)
Target entity description: NSSecureCoding (via subclasses) is a secure coding protocol in Apple’s Foundation framework that ensures objects are safely encoded and decoded, preventing the creation of unexpected or malicious object types during archiving and serialization.
  • A. NSCoder
    NSCoder is an abstract class in Apple’s Foundation framework that provides an interface for encoding and decoding objects and values for archiving and serialization.
  • B. NSData
    NSData is a fundamental Objective-C class in Apple’s Foundation framework that represents immutable raw binary data.
  • 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. Key-Value Observing
    Key-Value Observing is an Objective-C and Swift mechanism that lets objects be notified and react when specific properties of other objects change.
  • E. System.SerializableAttribute
    System.SerializableAttribute is a C# attribute that marks a class or struct as capable of being serialized by the .NET runtime.
  • 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_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.
Created at: March 30, 2026, 8:25 p.m.