Triple

T9898428
Position Surface form Disambiguated ID Type / Status
Subject ASP.NET SignalR E182230 entity
Predicate replacedBy P101 FINISHED
Object ASP.NET Core SignalR
ASP.NET Core SignalR is a modern, open-source library for ASP.NET Core that enables real-time web functionality by simplifying bi-directional communication between servers and clients over WebSockets and other transports.
E182230 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: ASP.NET Core SignalR | Statement: [ASP.NET SignalR, replacedBy, ASP.NET Core SignalR]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ASP.NET Core SignalR
Context triple: [ASP.NET SignalR, replacedBy, ASP.NET Core SignalR]
  • A. ASP.NET SignalR
    ASP.NET SignalR is a library for ASP.NET that simplifies adding real-time web functionality, enabling server-side code to push content instantly to connected clients over technologies like WebSockets.
  • B. ASP.NET Core Razor Pages
    ASP.NET Core Razor Pages is a page-focused web application framework in ASP.NET Core that simplifies building dynamic, server-rendered websites using a model-view-like pattern without requiring full MVC structure.
  • C. dotnet/aspnetcore
    dotnet/aspnetcore is the official open-source framework and set of libraries for building modern, cloud-ready, cross-platform web applications and services on .NET.
  • D. Blazor
    Blazor is a Microsoft web framework that enables developers to build interactive client-side web UIs using C# and .NET instead of JavaScript.
  • E. .NET Core
    .NET Core is a cross-platform, open-source, modular implementation of the .NET platform designed for building modern, cloud-based, and high-performance 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: ASP.NET Core SignalR
Triple: [ASP.NET SignalR, replacedBy, ASP.NET Core SignalR]
Generated description
ASP.NET Core SignalR is a modern, open-source library for ASP.NET Core that enables real-time web functionality by simplifying bi-directional communication between servers and clients over WebSockets and other transports.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ASP.NET Core SignalR
Target entity description: ASP.NET Core SignalR is a modern, open-source library for ASP.NET Core that enables real-time web functionality by simplifying bi-directional communication between servers and clients over WebSockets and other transports.
  • A. ASP.NET SignalR chosen
    ASP.NET SignalR is a library for ASP.NET that simplifies adding real-time web functionality, enabling server-side code to push content instantly to connected clients over technologies like WebSockets.
  • B. ASP.NET Core Razor Pages
    ASP.NET Core Razor Pages is a page-focused web application framework in ASP.NET Core that simplifies building dynamic, server-rendered websites using a model-view-like pattern without requiring full MVC structure.
  • C. dotnet/aspnetcore
    dotnet/aspnetcore is the official open-source framework and set of libraries for building modern, cloud-ready, cross-platform web applications and services on .NET.
  • D. Blazor
    Blazor is a Microsoft web framework that enables developers to build interactive client-side web UIs using C# and .NET instead of JavaScript.
  • E. .NET Core
    .NET Core is a cross-platform, open-source, modular implementation of the .NET platform designed for building modern, cloud-based, and high-performance 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_69ca82876f8081909cf75df0f99bb13f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb4ac27d88190b8255f7e616f95c9 completed April 2, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb17ed548190a2510a667dd988ca completed April 5, 2026, 4:54 a.m.
NEDg Description generation batch_69d1ebca75a08190a298e8fa322ebcfc completed April 5, 2026, 4:57 a.m.
NED2 Entity disambiguation (via description) batch_69d1ec19045c81909aa23c971454b3a5 completed April 5, 2026, 4:59 a.m.
Created at: March 30, 2026, 8:40 p.m.