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.