Triple
T9532649
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | VMS |
E229932
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Windows NT I/O subsystem
The Windows NT I/O subsystem is the core component of the Windows NT operating system responsible for managing input/output operations between applications, device drivers, and hardware in a modular, layered architecture.
|
E805872
|
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: Windows NT I/O subsystem | Statement: [VMS, influenced, Windows NT I/O subsystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Windows NT I/O subsystem Context triple: [VMS, influenced, Windows NT I/O subsystem]
-
A.
Windows Driver Model
Windows Driver Model is Microsoft’s unified framework for developing and managing device drivers across different versions of the Windows operating system.
-
B.
Windows user-mode subsystem
The Windows user-mode subsystem is the collection of user-space components and libraries that provide core operating system services and APIs to applications on Microsoft Windows.
-
C.
ntoskrnl.exe
ntoskrnl.exe is the core Windows NT operating system kernel executable responsible for low-level system functions such as process and memory management.
-
D.
I/O Kit
I/O Kit is macOS and iOS’s object-oriented driver framework that manages hardware devices and their interaction with the operating system.
-
E.
Windows NT
Windows NT is a family of Microsoft operating systems designed with a robust, secure, and modular architecture for professional and enterprise use.
- 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: Windows NT I/O subsystem Triple: [VMS, influenced, Windows NT I/O subsystem]
Generated description
The Windows NT I/O subsystem is the core component of the Windows NT operating system responsible for managing input/output operations between applications, device drivers, and hardware in a modular, layered architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Windows NT I/O subsystem Target entity description: The Windows NT I/O subsystem is the core component of the Windows NT operating system responsible for managing input/output operations between applications, device drivers, and hardware in a modular, layered architecture.
-
A.
Windows Driver Model
Windows Driver Model is Microsoft’s unified framework for developing and managing device drivers across different versions of the Windows operating system.
-
B.
Windows user-mode subsystem
The Windows user-mode subsystem is the collection of user-space components and libraries that provide core operating system services and APIs to applications on Microsoft Windows.
-
C.
ntoskrnl.exe
ntoskrnl.exe is the core Windows NT operating system kernel executable responsible for low-level system functions such as process and memory management.
-
D.
I/O Kit
I/O Kit is macOS and iOS’s object-oriented driver framework that manages hardware devices and their interaction with the operating system.
-
E.
Windows NT
Windows NT is a family of Microsoft operating systems designed with a robust, secure, and modular architecture for professional and enterprise use.
- 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_69ca8479934c81908006d0e6e970ae05 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd98b5651881908241b040f123c6a8 |
completed | April 1, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c4033c08190a71535b63d86f4df |
completed | April 4, 2026, 5:37 p.m. |
| NEDg | Description generation | batch_69d14df56ac881909fad7241797b1829 |
completed | April 4, 2026, 5:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14e7a8ca88190b38c93ff312e7333 |
completed | April 4, 2026, 5:46 p.m. |
Created at: March 30, 2026, 8 p.m.