Triple
T11959319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microsoft C++ ABI |
E284627
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Microsoft C++ standard library implementation
The Microsoft C++ standard library implementation is Microsoft's platform-specific version of the C++ standard library, providing containers, algorithms, and runtime support tightly integrated with the MSVC compiler and Windows ecosystem.
|
E284627
|
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: Microsoft C++ standard library implementation | Statement: [Microsoft C++ ABI, usedBy, Microsoft C++ standard library implementation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft C++ standard library implementation Context triple: [Microsoft C++ ABI, usedBy, Microsoft C++ standard library implementation]
-
A.
Microsoft C++ ABI
The Microsoft C++ ABI is the application binary interface that defines how C++ code is represented, called, and linked on Microsoft platforms, ensuring binary compatibility between compilers and libraries in the Windows ecosystem.
-
B.
C++ standard library
The C++ standard library is a collection of ready-made classes and functions that provide core utilities such as containers, algorithms, input/output, and threading support for C++ programs.
-
C.
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.
-
D.
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.
-
E.
C++
C++ is a high-performance, general-purpose programming language widely used for system/software development, game engines, and performance-critical applications.
- 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: Microsoft C++ standard library implementation Triple: [Microsoft C++ ABI, usedBy, Microsoft C++ standard library implementation]
Generated description
The Microsoft C++ standard library implementation is Microsoft's platform-specific version of the C++ standard library, providing containers, algorithms, and runtime support tightly integrated with the MSVC compiler and Windows ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Microsoft C++ standard library implementation Target entity description: The Microsoft C++ standard library implementation is Microsoft's platform-specific version of the C++ standard library, providing containers, algorithms, and runtime support tightly integrated with the MSVC compiler and Windows ecosystem.
-
A.
Microsoft C++ ABI
chosen
The Microsoft C++ ABI is the application binary interface that defines how C++ code is represented, called, and linked on Microsoft platforms, ensuring binary compatibility between compilers and libraries in the Windows ecosystem.
-
B.
C++ standard library
The C++ standard library is a collection of ready-made classes and functions that provide core utilities such as containers, algorithms, input/output, and threading support for C++ programs.
-
C.
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.
-
D.
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.
-
E.
C++
C++ is a high-performance, general-purpose programming language widely used for system/software development, game engines, and performance-critical applications.
- 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9036941948190b150369094551731 |
completed | April 10, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4592fa9a48190a0450e3d0c57c4d3 |
completed | May 1, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69f4645ef63881909b46937f73d637a3 |
completed | May 1, 2026, 8:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f465be4db08190882898a17d077019 |
completed | May 1, 2026, 8:35 a.m. |
Created at: April 8, 2026, 9:45 p.m.