Triple
T8288288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kernel32 |
E193833
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E724268
|
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 user-mode subsystem | Statement: [Kernel32, partOf, Windows user-mode subsystem]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Windows user-mode subsystem Context triple: [Kernel32, partOf, Windows user-mode subsystem]
-
A.
Windows User Mode Exploit Development
Windows User Mode Exploit Development is a specialized Offensive Security training course focused on teaching advanced techniques for discovering and exploiting vulnerabilities in Windows user-mode applications.
-
B.
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.
-
C.
Windows core technologies
Windows core technologies are the fundamental system components and infrastructure layers that power the Windows operating system’s kernel, hardware interaction, and essential platform services.
-
D.
Windows SDK
Windows SDK is Microsoft's official collection of tools, headers, libraries, and documentation used by developers to build applications for the Windows operating system.
-
E.
Kernel32
Kernel32 is a core Windows system library that provides fundamental kernel-level functions for process, memory, and thread management in the Win32 API.
- 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 user-mode subsystem Triple: [Kernel32, partOf, Windows user-mode subsystem]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Windows user-mode subsystem Target entity description: 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.
-
A.
Windows User Mode Exploit Development
Windows User Mode Exploit Development is a specialized Offensive Security training course focused on teaching advanced techniques for discovering and exploiting vulnerabilities in Windows user-mode applications.
-
B.
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.
-
C.
Windows core technologies
Windows core technologies are the fundamental system components and infrastructure layers that power the Windows operating system’s kernel, hardware interaction, and essential platform services.
-
D.
Windows SDK
Windows SDK is Microsoft's official collection of tools, headers, libraries, and documentation used by developers to build applications for the Windows operating system.
-
E.
Kernel32
Kernel32 is a core Windows system library that provides fundamental kernel-level functions for process, memory, and thread management in the Win32 API.
- 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_69ca82e32db481908b72f3804fa71152 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7c98e15c8190ac2a0b2a5ff834c9 |
completed | March 31, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd68898610819091a76f89cd2a6aa2 |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d55196881909cf5ec925792e09f |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e2bdae08190adc51e904e85695e |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:52 p.m.