Triple
T9028213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apple Developer Transition Kit Program |
E216098
|
entity |
| Predicate | softwareTooling |
P66291
|
FINISHED |
| Object | Xcode 12 pre-release versions |
E41456
|
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: Xcode 12 pre-release versions | Statement: [Apple Developer Transition Kit Program, softwareTooling, Xcode 12 pre-release versions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xcode 12 pre-release versions Context triple: [Apple Developer Transition Kit Program, softwareTooling, Xcode 12 pre-release versions]
-
A.
Xcode Server
Xcode Server is Apple's continuous integration service for building, testing, and analyzing iOS and macOS apps developed with Xcode.
-
B.
Xcode
chosen
Xcode is Apple's integrated development environment (IDE) for creating software across macOS, iOS, watchOS, and tvOS platforms.
-
C.
macOS Sonoma
macOS Sonoma is a version of Apple's Mac operating system that introduces enhanced productivity, video conferencing, and gaming features while refining the overall macOS user experience.
-
D.
Apple developer tools
Apple developer tools are a suite of software development applications and frameworks created by Apple to build, test, and debug apps for its platforms such as iOS, macOS, watchOS, and tvOS.
-
E.
macOS Catalina
macOS Catalina is a version of Apple's Mac operating system that introduced features like Sidecar for using an iPad as a second display, enhanced security, and the replacement of iTunes with separate media apps.
- 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: softwareTooling Context triple: [Apple Developer Transition Kit Program, softwareTooling, Xcode 12 pre-release versions]
-
A.
includesTooling
chosen
Indicates that one entity contains, provides, or comes bundled with specific tools or tooling capabilities related to another entity.
-
B.
softwareDomain
Indicates that something belongs to, operates within, or is associated with a particular area or field of software.
-
C.
commonSoftwareTools
Indicates that the related entities use or are associated with the same software tools.
-
D.
toolingArea
Indicates that one entity serves as the designated area or zone where tools or tooling-related activities for the other entity are located or performed.
-
E.
toolDeveloperFor
Indicates that one entity is the creator or developer of a tool that is used by or associated with another entity.
- 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_69ca83a5fa88819088144801b4dd7245 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6a7fcb308190af90d6be8700e498 |
completed | April 1, 2026, 12:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdbc289648190834031537c8ce130 |
completed | April 3, 2026, 3:24 p.m. |
| PD | Predicate disambiguation | batch_69cc5ee132f08190940749c7c522e4c1 |
completed | March 31, 2026, 11:55 p.m. |
Created at: March 30, 2026, 7:07 p.m.