Triple

T11656667
Position Surface form Disambiguated ID Type / Status
Subject SqlTransaction E277026 entity
Predicate belongsToAssembly P69124 FINISHED
Object System.Data.dll
System.Data.dll is a core .NET Framework assembly that provides data access functionality, including ADO.NET classes for working with databases and other data sources.
E827342 NE FINISHED

How this triple was built (5 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.dll | Statement: [SqlTransaction, belongsToAssembly, System.Data.dll]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: System.Data.dll
Context triple: [SqlTransaction, belongsToAssembly, System.Data.dll]
  • A. 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.
  • B. System.Runtime.dll
    System.Runtime.dll is a core .NET assembly that provides fundamental runtime types and base class library functionality used across .NET applications.
  • C. .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.
  • D. 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.
  • 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.dll
Triple: [SqlTransaction, belongsToAssembly, System.Data.dll]
Generated description
System.Data.dll is a core .NET Framework assembly that provides data access functionality, including ADO.NET classes for working with databases and other data sources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: System.Data.dll
Target entity description: System.Data.dll is a core .NET Framework assembly that provides data access functionality, including ADO.NET classes for working with databases and other data sources.
  • A. System.Data chosen
    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.
  • B. System.Runtime.dll
    System.Runtime.dll is a core .NET assembly that provides fundamental runtime types and base class library functionality used across .NET applications.
  • C. .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.
  • D. 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.
  • 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.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: belongsToAssembly
Context triple: [SqlTransaction, belongsToAssembly, System.Data.dll]
  • A. hasAssembly
    Indicates that an entity is composed of, or includes, one or more component parts assembled into a whole.
  • B. hasAssemblyType
    Indicates that an entity is associated with or classified by a specific type or method of assembly.
  • C. isAComponentOf chosen
    Indicates that one entity functions as a constituent part or sub-unit of another, larger entity.
  • D. roleInAssembly
    Indicates the specific function, position, or responsibility an entity holds within a particular assembly or gathering.
  • E. assemblyLinkedTo
    Indicates that one assembly is associated or connected to another assembly in a meaningful or functionally relevant way.
  • F. None of above.

Provenance (6 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.
PD Predicate disambiguation batch_69d85ddc780481909a3bc63832fe2bd2 completed April 10, 2026, 2:18 a.m.
Created at: April 8, 2026, 9:39 p.m.