Triple
T9957924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | November 2021 Update (21H2) |
E195489
|
entity |
| Predicate | successor |
P78
|
FINISHED |
| Object |
Windows 10 version 22H2
Windows 10 version 22H2 is the final feature update release of Windows 10, focused on stability, security, and long-term support rather than major new features.
|
E848243
|
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 10 version 22H2 | Statement: [November 2021 Update (21H2), successor, Windows 10 version 22H2]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Windows 10 version 22H2 Context triple: [November 2021 Update (21H2), successor, Windows 10 version 22H2]
-
A.
Windows 10 November 2021 Update (21H2)
Windows 10 November 2021 Update (21H2) is a feature update to Microsoft's Windows 10 operating system that delivered incremental security, management, and productivity improvements while maintaining long-term support for existing Windows 10 users.
-
B.
Windows 10 October 2020 Update
Windows 10 October 2020 Update is a feature update to Microsoft's Windows 10 operating system that introduced incremental improvements to performance, security, and the user interface, including enhancements to the Start menu and Edge browser.
-
C.
Windows 10 May 2021 Update
Windows 10 May 2021 Update is a feature update for Microsoft's Windows 10 operating system, known as version 21H1, that delivers incremental performance, security, and quality improvements.
-
D.
Windows 10 November 2019 Update
Windows 10 November 2019 Update is a feature update to Microsoft's Windows 10 operating system that focused on performance improvements, quality enhancements, and minor new features rather than major UI changes.
-
E.
Windows 10 Fall Creators Update
Windows 10 Fall Creators Update is a major 2017 feature update to Microsoft's Windows 10 operating system that introduced enhancements like the Fluent Design System, OneDrive Files On-Demand, and improved mixed reality and security features.
- 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 10 version 22H2 Triple: [November 2021 Update (21H2), successor, Windows 10 version 22H2]
Generated description
Windows 10 version 22H2 is the final feature update release of Windows 10, focused on stability, security, and long-term support rather than major new features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Windows 10 version 22H2 Target entity description: Windows 10 version 22H2 is the final feature update release of Windows 10, focused on stability, security, and long-term support rather than major new features.
-
A.
Windows 10 November 2021 Update (21H2)
Windows 10 November 2021 Update (21H2) is a feature update to Microsoft's Windows 10 operating system that delivered incremental security, management, and productivity improvements while maintaining long-term support for existing Windows 10 users.
-
B.
Windows 10 October 2020 Update
Windows 10 October 2020 Update is a feature update to Microsoft's Windows 10 operating system that introduced incremental improvements to performance, security, and the user interface, including enhancements to the Start menu and Edge browser.
-
C.
Windows 10 May 2021 Update
Windows 10 May 2021 Update is a feature update for Microsoft's Windows 10 operating system, known as version 21H1, that delivers incremental performance, security, and quality improvements.
-
D.
Windows 10 November 2019 Update
Windows 10 November 2019 Update is a feature update to Microsoft's Windows 10 operating system that focused on performance improvements, quality enhancements, and minor new features rather than major UI changes.
-
E.
Windows 10 Fall Creators Update
Windows 10 Fall Creators Update is a major 2017 feature update to Microsoft's Windows 10 operating system that introduced enhancements like the Fluent Design System, OneDrive Files On-Demand, and improved mixed reality and security features.
- 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_69ca82eaaa008190a54fa1a9f954b9ad |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb6cceb608190ad4424afaddcabfa |
completed | April 2, 2026, 12:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d354c521dc819084b09c9a57c1a26c |
completed | April 6, 2026, 6:37 a.m. |
| NEDg | Description generation | batch_69d35538f658819093dd8874ceeba32f |
completed | April 6, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d35633ba0c8190a5cda862394225fd |
completed | April 6, 2026, 6:44 a.m. |
Created at: March 30, 2026, 8:46 p.m.