Triple
T7897381
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | System.IO |
E183370
|
entity |
| Predicate | containsType |
P16808
|
FINISHED |
| Object |
System.IO.BinaryReader
System.IO.BinaryReader is a .NET class that reads primitive data types as binary values from a stream in a specific encoding.
|
E697499
|
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.BinaryReader | Statement: [System.IO, containsType, System.IO.BinaryReader]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: System.IO.BinaryReader Context triple: [System.IO, containsType, System.IO.BinaryReader]
-
A.
System.IO
System.IO is a .NET namespace that provides types for reading and writing data to streams, files, and directories.
-
B.
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.
-
C.
Universal 2 binary format
Universal 2 binary format is Apple’s macOS application packaging format that combines both Intel and Apple silicon (ARM) executables into a single app bundle for seamless cross-architecture support.
-
D.
Binarowa
Binarowa is a village in southern Poland known for its historic wooden architecture and cultural heritage, including the UNESCO-listed St. Michael the Archangel Church.
-
E.
Microsoft Intermediate Language
Microsoft Intermediate Language is the low-level, platform-independent bytecode used by the .NET Framework’s Common Language Runtime as the compilation target for .NET languages before just-in-time compilation to native machine code.
- 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.BinaryReader Triple: [System.IO, containsType, System.IO.BinaryReader]
Generated description
System.IO.BinaryReader is a .NET class that reads primitive data types as binary values from a stream in a specific encoding.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: System.IO.BinaryReader Target entity description: System.IO.BinaryReader is a .NET class that reads primitive data types as binary values from a stream in a specific encoding.
-
A.
System.IO
System.IO is a .NET namespace that provides types for reading and writing data to streams, files, and directories.
-
B.
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.
-
C.
Universal 2 binary format
Universal 2 binary format is Apple’s macOS application packaging format that combines both Intel and Apple silicon (ARM) executables into a single app bundle for seamless cross-architecture support.
-
D.
Binarowa
Binarowa is a village in southern Poland known for its historic wooden architecture and cultural heritage, including the UNESCO-listed St. Michael the Archangel Church.
-
E.
Microsoft Intermediate Language
Microsoft Intermediate Language is the low-level, platform-independent bytecode used by the .NET Framework’s Common Language Runtime as the compilation target for .NET languages before just-in-time compilation to native machine code.
- 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.