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.