Triple
T1610424
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Visual Basic .NET |
E34602
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object |
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.
|
E182224
|
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: ADO.NET | Statement: [Visual Basic .NET, supports, ADO.NET]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ADO.NET Context triple: [Visual Basic .NET, supports, ADO.NET]
-
A.
.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.
-
B.
OLE DB
OLE DB is a Microsoft data access API that provides a uniform way for applications to access data from a variety of relational and non-relational data sources.
-
C.
ODBC
ODBC (Open Database Connectivity) is a standard API that enables applications to access and query data from a wide variety of relational and non-relational database management systems using a common interface.
-
D.
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.
-
E.
ASP.NET
ASP.NET is a Microsoft web application framework for building dynamic, data-driven websites, services, and applications on the .NET platform.
- 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: ADO.NET Triple: [Visual Basic .NET, supports, ADO.NET]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ADO.NET Target entity description: 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.
-
A.
.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.
-
B.
OLE DB
OLE DB is a Microsoft data access API that provides a uniform way for applications to access data from a variety of relational and non-relational data sources.
-
C.
ODBC
ODBC (Open Database Connectivity) is a standard API that enables applications to access and query data from a wide variety of relational and non-relational database management systems using a common interface.
-
D.
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.
-
E.
ASP.NET
ASP.NET is a Microsoft web application framework for building dynamic, data-driven websites, services, and applications on the .NET platform.
- 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa622b9fbc8190bff82acdde10deb6 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51c4bbfc8190b9d00e1562155a5f |
completed | March 8, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_69ad526a5e648190b3f40a85c0c06abb |
completed | March 8, 2026, 10:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad52e053f081908af40a7602dab301 |
completed | March 8, 2026, 10:43 a.m. |
Created at: March 4, 2026, 7:28 p.m.