Triple

T9898129
Position Surface form Disambiguated ID Type / Status
Subject ADO.NET E182224 entity
Predicate namespace P23103 FINISHED
Object System.Data
System.Data is a core .NET Framework namespace that provides classes for accessing, managing, and manipulating data from databases and other data sources using ADO.NET.
E827342 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: System.Data | Statement: [ADO.NET, namespace, System.Data]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: System.Data
Context triple: [ADO.NET, namespace, System.Data]
  • A. ADO.NET
    ADO.NET is a data access framework in the .NET ecosystem that enables applications to connect to, retrieve, manipulate, and update data from various data sources such as relational databases and XML.
  • B. .NET Data Provider for SQL Server
    .NET Data Provider for SQL Server is a specialized ADO.NET component that enables high-performance, managed access to Microsoft SQL Server databases from .NET applications.
  • C. System.Collections
    System.Collections is a .NET namespace that provides fundamental interfaces and classes for working with non-generic collections such as lists, queues, arrays, and dictionaries.
  • D. System.Net
    System.Net is a .NET namespace that provides classes for network programming, including HTTP communication, sockets, and other internet protocol support.
  • E. .NET Base Class Library
    The .NET Base Class Library is a core collection of reusable types and APIs that provide fundamental functionality (such as collections, I/O, networking, and threading) for all .NET languages and 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: System.Data
Triple: [ADO.NET, namespace, System.Data]
Generated description
System.Data is a core .NET Framework namespace that provides classes for accessing, managing, and manipulating data from databases and other data sources using ADO.NET.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: System.Data
Target entity description: System.Data is a core .NET Framework namespace that provides classes for accessing, managing, and manipulating data from databases and other data sources using ADO.NET.
  • A. ADO.NET
    ADO.NET is a data access framework in the .NET ecosystem that enables applications to connect to, retrieve, manipulate, and update data from various data sources such as relational databases and XML.
  • B. .NET Data Provider for SQL Server
    .NET Data Provider for SQL Server is a specialized ADO.NET component that enables high-performance, managed access to Microsoft SQL Server databases from .NET applications.
  • C. System.Collections
    System.Collections is a .NET namespace that provides fundamental interfaces and classes for working with non-generic collections such as lists, queues, arrays, and dictionaries.
  • D. System.Net
    System.Net is a .NET namespace that provides classes for network programming, including HTTP communication, sockets, and other internet protocol support.
  • E. .NET Base Class Library
    The .NET Base Class Library is a core collection of reusable types and APIs that provide fundamental functionality (such as collections, I/O, networking, and threading) for all .NET languages and applications.
  • F. None of above. chosen

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.