Triple
T7896079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microsoft Docs |
E183345
|
entity |
| Predicate | officialDocumentationFor |
P33323
|
FINISHED |
| Object |
Microsoft programming languages
Microsoft programming languages are a family of programming languages developed or maintained by Microsoft, such as C#, Visual Basic, F#, and others, primarily used for building applications on the .NET platform and Windows ecosystem.
|
E183346
|
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 programming languages | Statement: [Microsoft Docs, officialDocumentationFor, Microsoft programming languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft programming languages Context triple: [Microsoft Docs, officialDocumentationFor, Microsoft programming languages]
-
A.
.NET languages
.NET languages are a family of programming languages, such as C#, F#, and Visual Basic .NET, designed to run on the Microsoft .NET platform and share a common runtime and libraries.
-
B.
C# programming language
C# is a modern, object-oriented programming language designed for building a wide range of applications on the .NET platform, known for its strong typing, rich standard library, and integration with Visual Studio.
-
C.
Microsoft Intermediate Language
Microsoft Intermediate Language is the low-level, platform-independent bytecode used by the .NET Framework’s Common Language Runtime as the compilation target for .NET languages before just-in-time compilation to native machine code.
-
D.
Microsoft .NET documentation
Microsoft .NET documentation is the official, comprehensive set of guides, references, and tutorials for developing applications with the .NET platform and its associated languages, libraries, and runtime.
-
E.
.NET ecosystem
The .NET ecosystem is a comprehensive, cross-platform development platform and runtime environment for building and running applications using languages like C#, F#, and Visual Basic across web, desktop, mobile, cloud, and more.
- 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 programming languages Triple: [Microsoft Docs, officialDocumentationFor, Microsoft programming languages]
Generated description
Microsoft programming languages are a family of programming languages developed or maintained by Microsoft, such as C#, Visual Basic, F#, and others, primarily used for building applications on the .NET platform and Windows ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Microsoft programming languages Target entity description: Microsoft programming languages are a family of programming languages developed or maintained by Microsoft, such as C#, Visual Basic, F#, and others, primarily used for building applications on the .NET platform and Windows ecosystem.
-
A.
.NET languages
chosen
.NET languages are a family of programming languages, such as C#, F#, and Visual Basic .NET, designed to run on the Microsoft .NET platform and share a common runtime and libraries.
-
B.
C# programming language
C# is a modern, object-oriented programming language designed for building a wide range of applications on the .NET platform, known for its strong typing, rich standard library, and integration with Visual Studio.
-
C.
Microsoft Intermediate Language
Microsoft Intermediate Language is the low-level, platform-independent bytecode used by the .NET Framework’s Common Language Runtime as the compilation target for .NET languages before just-in-time compilation to native machine code.
-
D.
Microsoft .NET documentation
Microsoft .NET documentation is the official, comprehensive set of guides, references, and tutorials for developing applications with the .NET platform and its associated languages, libraries, and runtime.
-
E.
.NET ecosystem
The .NET ecosystem is a comprehensive, cross-platform development platform and runtime environment for building and running applications using languages like C#, F#, and Visual Basic across web, desktop, mobile, cloud, and more.
- 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_69ca828c474c8190a254d6499871eaff |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a187a0081909a0c0822c6dab1da |
completed | March 31, 2026, 3:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5bae4bdc8190be7db2ba3acb708a |
completed | March 31, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_69cb7632cbbc819087107c8d2172a038 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb64eee408190a66cbd0cba3054b4 |
completed | March 31, 2026, 11:55 a.m. |
Created at: March 30, 2026, 5:01 p.m.