Triple
T7897382
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | System.IO |
E183370
|
entity |
| Predicate | containsType |
P16808
|
FINISHED |
| Object |
System.IO.BinaryWriter
System.IO.BinaryWriter is a .NET class that provides methods for writing primitive data types in binary format to streams.
|
E697500
|
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.BinaryWriter | Statement: [System.IO, containsType, System.IO.BinaryWriter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: System.IO.BinaryWriter Context triple: [System.IO, containsType, System.IO.BinaryWriter]
-
A.
System.IO
System.IO is a .NET namespace that provides types for reading and writing data to streams, files, and directories.
-
B.
SharpWriter
SharpWriter is a popular disposable mechanical pencil line known for its simple design, twist-to-advance mechanism, and affordability.
-
C.
SqlBulkCopy
SqlBulkCopy is a .NET class that enables high-performance bulk data transfer operations from various data sources into SQL Server tables.
-
D.
Microsoft Office binary formats
Microsoft Office binary formats are the legacy proprietary file types (such as .doc, .xls, and .ppt) used by earlier versions of Microsoft Office applications for documents, spreadsheets, and presentations.
-
E.
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.
- 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.BinaryWriter Triple: [System.IO, containsType, System.IO.BinaryWriter]
Generated description
System.IO.BinaryWriter is a .NET class that provides methods for writing primitive data types in binary format to streams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: System.IO.BinaryWriter Target entity description: System.IO.BinaryWriter is a .NET class that provides methods for writing primitive data types in binary format to streams.
-
A.
System.IO
System.IO is a .NET namespace that provides types for reading and writing data to streams, files, and directories.
-
B.
SharpWriter
SharpWriter is a popular disposable mechanical pencil line known for its simple design, twist-to-advance mechanism, and affordability.
-
C.
SqlBulkCopy
SqlBulkCopy is a .NET class that enables high-performance bulk data transfer operations from various data sources into SQL Server tables.
-
D.
Microsoft Office binary formats
Microsoft Office binary formats are the legacy proprietary file types (such as .doc, .xls, and .ppt) used by earlier versions of Microsoft Office applications for documents, spreadsheets, and presentations.
-
E.
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.
- 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_69ca828c474c8190a254d6499871eaff |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a296db8819084c620b12f77acb5 |
completed | March 31, 2026, 3:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5bb24c8c8190860e4dd1d705b04b |
completed | March 31, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_69cb5f1e84fc8190b535016cb69405b4 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb76a214488190b90e5db28511daa0 |
completed | March 31, 2026, 7:24 a.m. |
Created at: March 30, 2026, 5:01 p.m.