Triple

T1612386
Position Surface form Disambiguated ID Type / Status
Subject C++/CLI E34640 entity
Predicate toolchain P30270 FINISHED
Object MSVC
MSVC (Microsoft Visual C++) is Microsoft's proprietary C and C++ compiler and toolset, widely used for Windows application development and integrated into the Visual Studio IDE.
E183344 NE FINISHED

How this triple was built (5 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: MSVC | Statement: [C++/CLI, toolchain, MSVC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MSVC
Context triple: [C++/CLI, toolchain, MSVC]
  • A. MVFC
    MVFC is a collegiate athletic conference that sponsors NCAA Division I Football Championship Subdivision (FCS) football programs primarily in the Midwestern United States.
  • B. MinGW
    MinGW is a minimalist development environment for native Microsoft Windows applications that provides GNU toolchain components like GCC and related utilities.
  • C. Visual Studio
    Visual Studio is Microsoft's integrated development environment (IDE) used for building, debugging, and deploying applications across Windows, web, cloud, and mobile platforms.
  • D. Intel C++ Compiler
    Intel C++ Compiler is a high-performance C and C++ optimizing compiler from Intel, designed to generate highly optimized code for Intel architectures and parallel computing workloads.
  • E. 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.
  • 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: MSVC
Triple: [C++/CLI, toolchain, MSVC]
Generated description
MSVC (Microsoft Visual C++) is Microsoft's proprietary C and C++ compiler and toolset, widely used for Windows application development and integrated into the Visual Studio IDE.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MSVC
Target entity description: MSVC (Microsoft Visual C++) is Microsoft's proprietary C and C++ compiler and toolset, widely used for Windows application development and integrated into the Visual Studio IDE.
  • A. MVFC
    MVFC is a collegiate athletic conference that sponsors NCAA Division I Football Championship Subdivision (FCS) football programs primarily in the Midwestern United States.
  • B. Microsoft Foundation Classes
    Microsoft Foundation Classes (MFC) is an object-oriented C++ library from Microsoft that simplifies the development of Windows desktop applications by wrapping the Windows API in reusable classes.
  • C. MinGW
    MinGW is a minimalist development environment for native Microsoft Windows applications that provides GNU toolchain components like GCC and related utilities.
  • D. Visual Studio
    Visual Studio is Microsoft's integrated development environment (IDE) used for building, debugging, and deploying applications across Windows, web, cloud, and mobile platforms.
  • E. Intel C++ Compiler
    Intel C++ Compiler is a high-performance C and C++ optimizing compiler from Intel, designed to generate highly optimized code for Intel architectures and parallel computing workloads.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: toolchain
Context triple: [C++/CLI, toolchain, MSVC]
  • A. defaultToolchain
    Indicates that a particular toolchain is the primary or automatically selected set of tools used by default for building or processing tasks.
  • B. compiler
    Indicates that one entity serves as a compiler of another, typically transforming source material (such as code or documents) into a compiled or aggregated form.
  • C. toolUsed
    Indicates that an action or task is performed using a particular tool as the means or instrument.
  • D. developedWith
    Indicates that something was created, built, or produced using a specified tool, technology, method, or collaborator.
  • E. toolIn
    Indicates that one entity is a tool or instrument used in or associated with another entity or context.
  • F. None of above. chosen

Provenance (7 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_69a885ffc5ec819091afa325d5f9611c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a93fa6926081908bc78d15c0be3185 completed March 5, 2026, 8:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51c751308190a89f6462ee365418 completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad52f6b15c819097d4e56884e31600 completed March 8, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69ad53536a108190b97b7017ad567ad5 completed March 8, 2026, 10:45 a.m.
PD Predicate disambiguation batch_69a907c35f848190a2428c52e81d013e completed March 5, 2026, 4:34 a.m.
PDg Predicate description generation batch_69a93fa5aa04819084d1154ef900303f completed March 5, 2026, 8:32 a.m.
Created at: March 4, 2026, 7:28 p.m.