Triple
T1832690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Windows (via browser) |
E40793
|
entity |
| Predicate | oftenImplementedVia |
P1417
|
FINISHED |
| Object |
Azure Virtual Desktop
Azure Virtual Desktop is a Microsoft cloud-based service that delivers virtualized Windows desktops and applications to users on nearly any device.
|
E203936
|
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: Azure Virtual Desktop | Statement: [Windows (via browser), oftenImplementedVia, Azure Virtual Desktop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure Virtual Desktop Context triple: [Windows (via browser), oftenImplementedVia, Azure Virtual Desktop]
-
A.
Remote Desktop Services
Remote Desktop Services is a Microsoft Windows server role that enables users to remotely access and run applications or full desktops hosted on a central server.
-
B.
Azure
Azure is Microsoft's cloud computing platform offering a wide range of services for building, deploying, and managing applications and infrastructure through Microsoft-managed data centers.
-
C.
Azure Cloud Shell
Azure Cloud Shell is a browser-based, authenticated shell environment in the Azure portal that lets users manage Azure resources using tools like PowerShell and Bash without local installation.
-
D.
Windows Terminal Services
Windows Terminal Services is a Microsoft Windows component that enables multiple users to remotely access and run applications or full desktops on a centralized server.
-
E.
Hyper-V
Hyper-V is Microsoft's native hypervisor platform that enables the creation and management of virtual machines on Windows systems.
- 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: Azure Virtual Desktop Triple: [Windows (via browser), oftenImplementedVia, Azure Virtual Desktop]
Generated description
Azure Virtual Desktop is a Microsoft cloud-based service that delivers virtualized Windows desktops and applications to users on nearly any device.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Azure Virtual Desktop Target entity description: Azure Virtual Desktop is a Microsoft cloud-based service that delivers virtualized Windows desktops and applications to users on nearly any device.
-
A.
Remote Desktop Services
Remote Desktop Services is a Microsoft Windows server role that enables users to remotely access and run applications or full desktops hosted on a central server.
-
B.
Azure
Azure is Microsoft's cloud computing platform offering a wide range of services for building, deploying, and managing applications and infrastructure through Microsoft-managed data centers.
-
C.
Azure Cloud Shell
Azure Cloud Shell is a browser-based, authenticated shell environment in the Azure portal that lets users manage Azure resources using tools like PowerShell and Bash without local installation.
-
D.
Windows Terminal Services
Windows Terminal Services is a Microsoft Windows component that enables multiple users to remotely access and run applications or full desktops on a centralized server.
-
E.
Hyper-V
Hyper-V is Microsoft's native hypervisor platform that enables the creation and management of virtual machines on Windows systems.
- 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_69a8864644bc8190b2358ab897194ac1 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb7c2354081909ee4da7669932796 |
completed | March 7, 2026, 5:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf6f212c8190b0d182f8486d9e47 |
completed | March 8, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69adc080abb88190883c35943dc7cb10 |
completed | March 8, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adc13330888190a2b99c6fcbb97d49 |
completed | March 8, 2026, 6:34 p.m. |
Created at: March 4, 2026, 7:32 p.m.