Triple

T1774431
Position Surface form Disambiguated ID Type / Status
Subject Carbon (late transitional API) E38945 entity
Predicate encouragedMigrationTo P836 FINISHED
Object Objective-C Cocoa APIs E59592 NE FINISHED

How this triple was built (3 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: Objective-C Cocoa APIs | Statement: [Carbon (late transitional API), encouragedMigrationTo, Objective-C Cocoa APIs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Objective-C Cocoa APIs
Context triple: [Carbon (late transitional API), encouragedMigrationTo, Objective-C Cocoa APIs]
  • A. macOS Cocoa chosen
    macOS Cocoa is Apple’s native object-oriented application framework for building graphical user interfaces on macOS.
  • 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. Objective-C++
    Objective-C++ is a programming language extension that allows developers to seamlessly mix Objective-C and C++ code within the same source file, enabling the use of both languages' features in a single program.
  • E. UIKit
    UIKit is Apple’s primary user interface framework for building and managing iOS app UIs, handling views, controls, event handling, and application infrastructure.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: encouragedMigrationTo
Context triple: [Carbon (late transitional API), encouragedMigrationTo, Objective-C Cocoa APIs]
  • A. encourages chosen
    Indicates actively motivating, supporting, or giving confidence to another entity to pursue an action, behavior, or state.
  • B. backwardCompatibility
    Indicates that one entity remains functional or compatible when used with an earlier version or older form of another entity.
  • C. usedInsteadOf
    Indicates that one entity is employed or chosen as a substitute or replacement for another entity.
  • D. migration
    Indicates the movement of entities from one location or context to another, often across boundaries or over time.
  • E. upgradeGoal
    Indicates that an entity has a target or intended improvement to a higher level, version, or state relative to its current condition.
  • F. None of above.

Provenance (4 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_69a8862e61708190af97b9838cc3f5de completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69ab17e368048190b7b73d156400f772 completed March 6, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69ada9982d208190b0c29ee1141e91b0 completed March 8, 2026, 4:53 p.m.
PD Predicate disambiguation batch_69aa61cd4c1c8190a8dff391f5642bfe completed March 6, 2026, 5:10 a.m.
Created at: March 4, 2026, 7:31 p.m.