Triple
T2716553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LLVM |
E59978
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object | Xcode toolchain |
E41456
|
NE FINISHED |
How this triple was built (2 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 toolchain | Statement: [LLVM, usedIn, Xcode toolchain]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xcode toolchain Context triple: [LLVM, usedIn, Xcode toolchain]
-
A.
Xcode
chosen
Xcode is Apple's integrated development environment (IDE) for creating software across macOS, iOS, watchOS, and tvOS platforms.
-
B.
Xcode Server
Xcode Server is Apple's continuous integration service for building, testing, and analyzing iOS and macOS apps developed with Xcode.
-
C.
GNU toolchain
The GNU toolchain is a collection of programming tools, including compilers, linkers, assemblers, and debuggers, widely used for building and developing software on Unix-like systems.
-
D.
macOS SDK
macOS SDK is Apple’s software development kit that provides the frameworks, tools, and APIs needed to build applications for the macOS operating system.
-
E.
Developer Transition Kit for Apple silicon
The Developer Transition Kit for Apple silicon was a temporary Mac mini–style development system with an A12Z chip that Apple loaned to developers to help them prepare and optimize their apps for the company’s transition from Intel processors to Apple silicon.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda964d4881908179b2a1b16411e4 |
completed | March 7, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb68c3ccc81909995d17651af27ed |
completed | March 10, 2026, 6:13 a.m. |
Created at: March 6, 2026, 9:55 p.m.