Triple
T11656747
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Multiple Active Result Sets |
E277028
|
entity |
| Predicate | appliesToProduct |
P44687
|
FINISHED |
| Object |
SQL Server Native Client
SQL Server Native Client is a data access technology from Microsoft that combines OLE DB and ODBC drivers to enable applications to connect efficiently to SQL Server databases and use advanced SQL Server features.
|
E937657
|
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: SQL Server Native Client | Statement: [Multiple Active Result Sets, appliesToProduct, SQL Server Native Client]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SQL Server Native Client Context triple: [Multiple Active Result Sets, appliesToProduct, SQL Server Native Client]
-
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 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.
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.
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.
-
E.
SQL Server Data Tools
SQL Server Data Tools is an integrated development environment within Visual Studio for designing, developing, debugging, and deploying SQL Server and Azure SQL databases and related business intelligence solutions.
- 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: SQL Server Native Client Triple: [Multiple Active Result Sets, appliesToProduct, SQL Server Native Client]
Generated description
SQL Server Native Client is a data access technology from Microsoft that combines OLE DB and ODBC drivers to enable applications to connect efficiently to SQL Server databases and use advanced SQL Server features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SQL Server Native Client Target entity description: SQL Server Native Client is a data access technology from Microsoft that combines OLE DB and ODBC drivers to enable applications to connect efficiently to SQL Server databases and use advanced SQL Server features.
-
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 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.
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.
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.
-
E.
SQL Server Data Tools
SQL Server Data Tools is an integrated development environment within Visual Studio for designing, developing, debugging, and deploying SQL Server and Azure SQL databases and related business intelligence solutions.
- 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_69d6aafbb3c081908a9cdb4ecb8d981d |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a3d0331481909682b2e504e4c9a0 |
completed | April 10, 2026, 7:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee88166900819095063f045be44bed |
completed | April 26, 2026, 9:48 p.m. |
| NEDg | Description generation | batch_69eeb315ebc48190a0f6ff0dc8afd462 |
completed | April 27, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69eecd954b348190bf2f3ad66acbf1b7 |
completed | April 27, 2026, 2:44 a.m. |
Created at: April 8, 2026, 9:39 p.m.