Triple
T18704705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apple developer tools |
E457340
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object | Clang compiler |
E59601
|
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: Clang compiler | Statement: [Apple developer tools, includes, Clang compiler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clang compiler Context triple: [Apple developer tools, includes, Clang compiler]
-
A.
Clang
chosen
Clang is a modern, open-source C, C++, and Objective-C compiler front end for the LLVM project, known for its fast compilation, expressive diagnostics, and modular design.
-
B.
libclang library
The libclang library is a C interface to the Clang compiler’s parsing and analysis capabilities, enabling tools to programmatically inspect, analyze, and manipulate C-family source code.
-
C.
Clang Extra Tools
Clang Extra Tools is a collection of additional Clang-based utilities that provide advanced code analysis, refactoring, and tooling support for C and C++ development.
-
D.
Clang-Tidy
Clang-Tidy is a C++ “linter” and static analysis tool that automatically detects and suggests fixes for common programming errors, style issues, and potential bugs in code.
-
E.
clangd
clangd is a language server for C and C++ (and related languages) that provides code completion, navigation, and other IDE features based on the Clang compiler infrastructure.
- 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_69d8d392aad081909fe31aa03e6e97d1 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5671665bc8190b9b4a4ce4ec5b2eb |
completed | April 19, 2026, 11:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052b38ab548190b46ecda128e93c9b |
completed | May 14, 2026, 1:54 a.m. |
Created at: April 10, 2026, 11:49 a.m.