Triple
T265018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | .NET Framework |
E5703
|
entity |
| Predicate | feature |
P374
|
FINISHED |
| Object |
ADO.NET
ADO.NET is a set of .NET libraries for accessing, manipulating, and managing data from databases and other data sources in a disconnected, XML-friendly manner.
|
E5703
|
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: [.NET Framework, feature, ADO.NET]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ADO.NET Context triple: [.NET Framework, feature, ADO.NET]
-
A.
SQL Server
SQL Server is Microsoft's enterprise-grade relational database management system used for storing, managing, and analyzing data in a wide range of applications.
-
B.
.NET Framework
The .NET Framework is a Windows-based software development platform and runtime environment that provides a large class library and supports multiple programming languages for building and running applications.
-
C.
C# programming language
C# is a modern, object-oriented programming language designed for building a wide range of applications on the .NET platform, known for its strong typing, rich standard library, and integration with Visual Studio.
-
D.
SQL
SQL (Structured Query Language) is a standardized programming language used to manage, query, and manipulate data in relational database management systems.
-
E.
DAL
DAL is the stock ticker symbol for Delta Air Lines, a major U.S.-based international airline.
- 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: [.NET Framework, feature, ADO.NET]
Generated description
ADO.NET is a set of .NET libraries for accessing, manipulating, and managing data from databases and other data sources in a disconnected, XML-friendly manner.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ADO.NET Target entity description: ADO.NET is a set of .NET libraries for accessing, manipulating, and managing data from databases and other data sources in a disconnected, XML-friendly manner.
-
A.
SQL Server
SQL Server is Microsoft's enterprise-grade relational database management system used for storing, managing, and analyzing data in a wide range of applications.
-
B.
.NET Framework
chosen
The .NET Framework is a Windows-based software development platform and runtime environment that provides a large class library and supports multiple programming languages for building and running applications.
-
C.
C# programming language
C# is a modern, object-oriented programming language designed for building a wide range of applications on the .NET platform, known for its strong typing, rich standard library, and integration with Visual Studio.
-
D.
SQL
SQL (Structured Query Language) is a standardized programming language used to manage, query, and manipulate data in relational database management systems.
-
E.
DAL
DAL is the stock ticker symbol for Delta Air Lines, a major U.S.-based international airline.
- 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_69a2587daeb081909591b9d30f80a271 |
completed | Feb. 28, 2026, 2:52 a.m. |
| NER | Named-entity recognition | batch_69a25d8f9bbc8190a13841e4de093a66 |
completed | Feb. 28, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a389ae45648190966804664bf4f861 |
completed | March 1, 2026, 12:34 a.m. |
| NEDg | Description generation | batch_69a38a9adf4481909300cfa1fb3129cc |
completed | March 1, 2026, 12:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a38aef72808190953043b9c480fada |
completed | March 1, 2026, 12:40 a.m. |
Created at: Feb. 28, 2026, 2:56 a.m.