Triple

T9900208
Position Surface form Disambiguated ID Type / Status
Subject .NET CLI E182262 entity
Predicate command P2333 FINISHED
Object dotnet ef
dotnet ef is a .NET CLI tool used to manage Entity Framework Core tasks such as database migrations and schema updates from the command line.
 E182262 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: dotnet ef | Statement: [.NET CLI, command, dotnet ef]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: dotnet ef
Context triple: [.NET CLI, command, dotnet ef]
  • A. Entity Framework
    Entity Framework is Microsoft's object-relational mapper (ORM) for .NET that enables developers to work with databases using .NET objects instead of writing most SQL code directly.
  • B. .NET CLI
    The .NET CLI is a cross-platform command-line interface for creating, building, running, and publishing .NET applications and libraries.
  • C. .NET 6
    .NET 6 is a long-term support (LTS) release of Microsoft’s unified, cross-platform .NET platform that consolidates web, desktop, cloud, and mobile development under a single framework.
  • D. dotnet/sdk
    dotnet/sdk is the official .NET Software Development Kit that provides the tools, compilers, and libraries needed to build, test, and publish .NET applications.
  • 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: dotnet ef
Triple: [.NET CLI, command, dotnet ef]
Generated description
dotnet ef is a .NET CLI tool used to manage Entity Framework Core tasks such as database migrations and schema updates from the command line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: dotnet ef
Target entity description: dotnet ef is a .NET CLI tool used to manage Entity Framework Core tasks such as database migrations and schema updates from the command line.
  • A. Entity Framework
    Entity Framework is Microsoft's object-relational mapper (ORM) for .NET that enables developers to work with databases using .NET objects instead of writing most SQL code directly.
  • B. .NET CLI chosen
    The .NET CLI is a cross-platform command-line interface for creating, building, running, and publishing .NET applications and libraries.
  • C. .NET 6
    .NET 6 is a long-term support (LTS) release of Microsoft’s unified, cross-platform .NET platform that consolidates web, desktop, cloud, and mobile development under a single framework.
  • D. dotnet/sdk
    dotnet/sdk is the official .NET Software Development Kit that provides the tools, compilers, and libraries needed to build, test, and publish .NET applications.
  • 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_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_69d1eb1b9534819093c5150f1ed8f685 completed April 5, 2026, 4:54 a.m.
NEDg Description generation batch_69d1ecb3e4a08190add9b971d96f331d completed April 5, 2026, 5:01 a.m.
NED2 Entity disambiguation (via description) batch_69d1ed413edc81908177be16d5127a58 completed April 5, 2026, 5:04 a.m.
Created at: March 30, 2026, 8:40 p.m.