Triple
T8290226
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LTSC |
E193874
|
entity |
| Predicate | contrastsWith |
P278
|
FINISHED |
| Object |
Windows General Availability Channel
Windows General Availability Channel is Microsoft’s standard Windows servicing model that delivers regular feature updates and improvements to most consumer and business devices.
|
E723444
|
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 General Availability Channel | Statement: [LTSC, contrastsWith, Windows General Availability Channel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Windows General Availability Channel Context triple: [LTSC, contrastsWith, Windows General Availability Channel]
-
A.
Windows Insider Program
The Windows Insider Program is a Microsoft initiative that lets users test and provide feedback on pre-release Windows builds before they are publicly released.
-
B.
Windows 10
Windows 10 is a major version of Microsoft's Windows operating system that introduced a unified platform across PCs, tablets, and other devices, featuring the return of the Start menu and continuous feature updates.
-
C.
Windows 11
Windows 11 is Microsoft’s modern desktop operating system featuring a redesigned interface, enhanced productivity tools, and deep integration with the company’s cloud and security services.
-
D.
Office Insider
Office Insider is a Microsoft program that lets users test and provide feedback on pre-release features and updates for Microsoft Office applications.
-
E.
Windows Update
Windows Update is Microsoft's built-in service for automatically downloading and installing operating system and software updates on Windows devices.
- 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 General Availability Channel Triple: [LTSC, contrastsWith, Windows General Availability Channel]
Generated description
Windows General Availability Channel is Microsoft’s standard Windows servicing model that delivers regular feature updates and improvements to most consumer and business devices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Windows General Availability Channel Target entity description: Windows General Availability Channel is Microsoft’s standard Windows servicing model that delivers regular feature updates and improvements to most consumer and business devices.
-
A.
Windows Insider Program
The Windows Insider Program is a Microsoft initiative that lets users test and provide feedback on pre-release Windows builds before they are publicly released.
-
B.
Windows 10
Windows 10 is a major version of Microsoft's Windows operating system that introduced a unified platform across PCs, tablets, and other devices, featuring the return of the Start menu and continuous feature updates.
-
C.
Windows 11
Windows 11 is Microsoft’s modern desktop operating system featuring a redesigned interface, enhanced productivity tools, and deep integration with the company’s cloud and security services.
-
D.
Office Insider
Office Insider is a Microsoft program that lets users test and provide feedback on pre-release features and updates for Microsoft Office applications.
-
E.
Windows Update
Windows Update is Microsoft's built-in service for automatically downloading and installing operating system and software updates on Windows devices.
- 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_69cb7c99fdd48190a3f304237be609a0 |
completed | March 31, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd68916c5481908c42f259298b0670 |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d567c3c81908a7ec5bc13be529d |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e3e2f848190a22ad8739bb8e298 |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:52 p.m.