Triple

T9899843
Position Surface form Disambiguated ID Type / Status
Subject .NET MAUI E182255 entity
Predicate replaces P101 FINISHED
Object Xamarin.Forms
Xamarin.Forms is a cross-platform UI framework for building native mobile and desktop applications with .NET and C#, enabling shared user interface code across iOS, Android, and other platforms.
 E34609 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: Xamarin.Forms | Statement: [.NET MAUI, replaces, Xamarin.Forms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Xamarin.Forms
Context triple: [.NET MAUI, replaces, Xamarin.Forms]
  • A. Xamarin
    Xamarin is a cross-platform mobile app development framework that allows developers to build native iOS, Android, and Windows applications using C# and .NET.
  • B. .NET MAUI
    .NET MAUI is a cross-platform framework from Microsoft for building native desktop and mobile applications with a single .NET codebase and shared UI.
  • C. WPF
    WPF is the commonly used abbreviation for the WordPress Foundation, the nonprofit organization that supports and promotes the open-source WordPress project.
  • D. XAML
    XAML is a declarative XML-based markup language used primarily for designing user interfaces in Microsoft .NET applications, especially on Windows.
  • E. UWP
    UWP is a public university campus of the University of Wisconsin System located in Kenosha, Wisconsin, known for its liberal arts and professional programs.
  • 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: Xamarin.Forms
Triple: [.NET MAUI, replaces, Xamarin.Forms]
Generated description
Xamarin.Forms is a cross-platform UI framework for building native mobile and desktop applications with .NET and C#, enabling shared user interface code across iOS, Android, and other platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Xamarin.Forms
Target entity description: Xamarin.Forms is a cross-platform UI framework for building native mobile and desktop applications with .NET and C#, enabling shared user interface code across iOS, Android, and other platforms.
  • A. Xamarin chosen
    Xamarin is a cross-platform mobile app development framework that allows developers to build native iOS, Android, and Windows applications using C# and .NET.
  • B. .NET MAUI
    .NET MAUI is a cross-platform framework from Microsoft for building native desktop and mobile applications with a single .NET codebase and shared UI.
  • C. WPF
    WPF is the commonly used abbreviation for the WordPress Foundation, the nonprofit organization that supports and promotes the open-source WordPress project.
  • D. XAML
    XAML is a declarative XML-based markup language used primarily for designing user interfaces in Microsoft .NET applications, especially on Windows.
  • E. UWP
    UWP is a public university campus of the University of Wisconsin System located in Kenosha, Wisconsin, known for its liberal arts and professional programs.
  • 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_69ca82876f8081909cf75df0f99bb13f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb4e0705c8190bd17e36aff615cdd completed April 2, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2289a547481909997f8f2dcb5e84c completed April 5, 2026, 9:17 a.m.
NEDg Description generation batch_69d22aa0f9c88190adbd4d4ab930444f completed April 5, 2026, 9:25 a.m.
NED2 Entity disambiguation (via description) batch_69d22b26f56881909d4094d1870807b0 completed April 5, 2026, 9:28 a.m.
Created at: March 30, 2026, 8:40 p.m.