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.