Triple

T12281299
Position Surface form Disambiguated ID Type / Status
Subject Clang Static Analyzer E292721 entity
Predicate distribution P1356 FINISHED
Object Clang toolchain
The Clang toolchain is a collection of compiler and analysis tools built around the Clang C/C++/Objective-C compiler, providing modern language support, static analysis, and integration with the LLVM infrastructure.
E59601 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: Clang toolchain | Statement: [Clang Static Analyzer, distribution, Clang toolchain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clang toolchain
Context triple: [Clang Static Analyzer, distribution, Clang toolchain]
  • A. Clang
    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. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Clang toolchain
Triple: [Clang Static Analyzer, distribution, Clang toolchain]
Generated description
The Clang toolchain is a collection of compiler and analysis tools built around the Clang C/C++/Objective-C compiler, providing modern language support, static analysis, and integration with the LLVM infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clang toolchain
Target entity description: The Clang toolchain is a collection of compiler and analysis tools built around the Clang C/C++/Objective-C compiler, providing modern language support, static analysis, and integration with the LLVM infrastructure.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cf2b09c81908a11581d33f65be0 completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e70dec8819098199fbb54d888c1 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5bc1fc8190af9d74acc307ebe1 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62045b20c819083c755fbe99a9a7f completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:52 p.m.