Triple
T1613013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | .NET Standard Library |
E34652
|
entity |
| Predicate | includesNamespace |
P25615
|
FINISHED |
| Object |
System.IO
System.IO is a .NET namespace that provides types for reading and writing data to streams, files, and directories.
|
E183370
|
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: System.IO | Statement: [.NET Standard Library, includesNamespace, System.IO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: System.IO Context triple: [.NET Standard Library, includesNamespace, System.IO]
-
A.
IO
IO is the commonly used abbreviation for the U.S. Department of State’s Bureau of International Organization Affairs, which manages U.S. engagement with international organizations such as the United Nations.
-
B.
.NET Standard Library
The .NET Standard Library is a formal specification of .NET APIs designed to provide a common, cross-platform base for building reusable libraries across different .NET implementations.
-
C.
.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.
-
D.
Windows Communication Foundation
Windows Communication Foundation is a Microsoft framework for building and running service-oriented, distributed applications that communicate over various network protocols.
-
E.
File Explorer
File Explorer is the built-in file management application in Microsoft Windows that lets users browse, organize, and manage files, folders, and drives on their computer.
- 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.IO Triple: [.NET Standard Library, includesNamespace, System.IO]
Generated description
System.IO is a .NET namespace that provides types for reading and writing data to streams, files, and directories.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: System.IO Target entity description: System.IO is a .NET namespace that provides types for reading and writing data to streams, files, and directories.
-
A.
IO
IO is the commonly used abbreviation for the U.S. Department of State’s Bureau of International Organization Affairs, which manages U.S. engagement with international organizations such as the United Nations.
-
B.
.NET Standard Library
The .NET Standard Library is a formal specification of .NET APIs designed to provide a common, cross-platform base for building reusable libraries across different .NET implementations.
-
C.
.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.
-
D.
Windows Communication Foundation
Windows Communication Foundation is a Microsoft framework for building and running service-oriented, distributed applications that communicate over various network protocols.
-
E.
File Explorer
File Explorer is the built-in file management application in Microsoft Windows that lets users browse, organize, and manage files, folders, and drives on their computer.
- 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61df32a88190a7e823a77bdcc84a |
completed | March 6, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51c751308190a89f6462ee365418 |
completed | March 8, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_69ad52f6b15c819097d4e56884e31600 |
completed | March 8, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad53536a108190b97b7017ad567ad5 |
completed | March 8, 2026, 10:45 a.m. |
Created at: March 4, 2026, 7:28 p.m.