Triple

T2629161
Position Surface form Disambiguated ID Type / Status
Subject macOS Cocoa E59592 entity
Predicate includesFramework P1393 FINISHED
Object Foundation
Foundation is a core Objective-C and Swift framework in Apple’s development ecosystem that provides essential data types, collections, and utilities for building macOS and iOS applications.
E284599 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: Foundation | Statement: [macOS Cocoa, includesFramework, Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Foundation
Context triple: [macOS Cocoa, includesFramework, Foundation]
  • A. Foundation
    Foundation is a landmark science fiction novel by Isaac Asimov that launched his influential series about the rise and fall of a galactic empire and the science of psychohistory.
  • B. Fundamental
    Fundamental is a 2006 studio album by English synth-pop duo Pet Shop Boys, noted for its politically charged themes and lush electronic production.
  • C. Basic
    Basic is a discount cigarette brand produced and marketed by Philip Morris USA.
  • D. BASIC
    BASIC is a family of high-level, beginner-friendly programming languages originally designed to make computer programming more accessible to non-experts.
  • E. Home Basic
    Home Basic is an entry-level edition of the Windows Vista operating system designed for basic home computing needs with limited multimedia and advanced features.
  • 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: Foundation
Triple: [macOS Cocoa, includesFramework, Foundation]
Generated description
Foundation is a core Objective-C and Swift framework in Apple’s development ecosystem that provides essential data types, collections, and utilities for building macOS and iOS applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Foundation
Target entity description: Foundation is a core Objective-C and Swift framework in Apple’s development ecosystem that provides essential data types, collections, and utilities for building macOS and iOS applications.
  • A. Foundation
    Foundation is a landmark science fiction novel by Isaac Asimov that launched his influential series about the rise and fall of a galactic empire and the science of psychohistory.
  • B. Fundamental
    Fundamental is a 2006 studio album by English synth-pop duo Pet Shop Boys, noted for its politically charged themes and lush electronic production.
  • C. Basic
    Basic is a discount cigarette brand produced and marketed by Philip Morris USA.
  • D. BASIC
    BASIC is a family of high-level, beginner-friendly programming languages originally designed to make computer programming more accessible to non-experts.
  • E. Home Basic
    Home Basic is an entry-level edition of the Windows Vista operating system designed for basic home computing needs with limited multimedia and advanced features.
  • 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_69ab4ac8596c8190b34997e73d9e991c completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8c452508190b02e1630d725497a completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69af90a44a348190b8b49b37418dd94b completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af9172ba248190bbc68a00b43d9b44 completed March 10, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_69af92500920819082c651f75a06dd72 completed March 10, 2026, 3:38 a.m.
Created at: March 6, 2026, 9:50 p.m.