Triple

T9898094
Position Surface form Disambiguated ID Type / Status
Subject ADO.NET E182224 entity
Predicate basedOn P98 FINISHED
Object ActiveX Data Objects (ADO)
ActiveX Data Objects (ADO) is a Microsoft data access technology that provides a high-level, COM-based interface for connecting to and manipulating data from various sources such as databases and XML.
 E827335 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: ActiveX Data Objects (ADO) | Statement: [ADO.NET, basedOn, ActiveX Data Objects (ADO)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ActiveX Data Objects (ADO)
Context triple: [ADO.NET, basedOn, ActiveX Data Objects (ADO)]
  • A. 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.
  • B. 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.
  • 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. Microsoft Jet Database Engine
    Microsoft Jet Database Engine is a file-based relational database engine from Microsoft used primarily by desktop applications such as Access for storing and managing structured data.
  • E. .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.
  • 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: ActiveX Data Objects (ADO)
Triple: [ADO.NET, basedOn, ActiveX Data Objects (ADO)]
Generated description
ActiveX Data Objects (ADO) is a Microsoft data access technology that provides a high-level, COM-based interface for connecting to and manipulating data from various sources such as databases and XML.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ActiveX Data Objects (ADO)
Target entity description: ActiveX Data Objects (ADO) is a Microsoft data access technology that provides a high-level, COM-based interface for connecting to and manipulating data from various sources such as databases and XML.
  • A. 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.
  • B. 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.
  • 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. Microsoft Jet Database Engine
    Microsoft Jet Database Engine is a file-based relational database engine from Microsoft used primarily by desktop applications such as Access for storing and managing structured data.
  • E. .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.
  • 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.