Triple

T11957977
Position Surface form Disambiguated ID Type / Status
Subject Foundation E284599 entity
Predicate includesType P121 FINISHED
Object NSAttributedString
NSAttributedString is a Foundation framework class that represents immutable strings with associated attributes such as fonts, colors, and styles for rich text rendering.
 E956180 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: NSAttributedString | Statement: [Foundation, includesType, NSAttributedString]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NSAttributedString
Context triple: [Foundation, includesType, NSAttributedString]
  • A. NSText
    NSText is a fundamental Cocoa text-handling class in macOS development that provides the basic infrastructure for displaying, editing, and managing text in Application Kit–based applications.
  • B. NSString
    NSString is an Objective-C class representing immutable Unicode strings, widely used as the primary string type in Apple’s Cocoa and Cocoa Touch frameworks.
  • C. Core Text
    Core Text is a macOS text layout and font-handling framework that provides low-level, high-performance text rendering and typographic capabilities for Cocoa applications.
  • D. NSData
    NSData is a fundamental Objective-C class in Apple’s Foundation framework that represents immutable raw binary data.
  • E. Apple Type Services (ATS)
    Apple Type Services (ATS) is Apple’s modern font and text rendering architecture that superseded the classic Font Manager to provide more advanced, scalable, and Unicode-compliant typography support across its operating systems.
  • 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: NSAttributedString
Triple: [Foundation, includesType, NSAttributedString]
Generated description
NSAttributedString is a Foundation framework class that represents immutable strings with associated attributes such as fonts, colors, and styles for rich text rendering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NSAttributedString
Target entity description: NSAttributedString is a Foundation framework class that represents immutable strings with associated attributes such as fonts, colors, and styles for rich text rendering.
  • A. NSText
    NSText is a fundamental Cocoa text-handling class in macOS development that provides the basic infrastructure for displaying, editing, and managing text in Application Kit–based applications.
  • B. NSString
    NSString is an Objective-C class representing immutable Unicode strings, widely used as the primary string type in Apple’s Cocoa and Cocoa Touch frameworks.
  • C. Core Text
    Core Text is a macOS text layout and font-handling framework that provides low-level, high-performance text rendering and typographic capabilities for Cocoa applications.
  • D. NSData
    NSData is a fundamental Objective-C class in Apple’s Foundation framework that represents immutable raw binary data.
  • E. Apple Type Services (ATS)
    Apple Type Services (ATS) is Apple’s modern font and text rendering architecture that superseded the classic Font Manager to provide more advanced, scalable, and Unicode-compliant typography support across its operating systems.
  • 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.