Triple
T1720063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Windows Insider Program |
E37368
|
entity |
| Predicate | feedbackChannel |
P2798
|
FINISHED |
| Object |
Feedback Hub app on Windows
The Feedback Hub app on Windows is a built-in tool that lets users submit feedback, report issues, and suggest features directly to Microsoft to help improve the Windows operating system.
|
E37368
|
NE FINISHED |
How this triple was built (5 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: Feedback Hub app on Windows | Statement: [Windows Insider Program, feedbackChannel, Feedback Hub app on Windows]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Feedback Hub app on Windows Context triple: [Windows Insider Program, feedbackChannel, Feedback Hub app on Windows]
-
A.
Surface Hub
Surface Hub is Microsoft's large interactive whiteboard and collaboration device designed for meetings, presentations, and team productivity in business and educational environments.
-
B.
Dynamics 365 Remote Assist
Dynamics 365 Remote Assist is a mixed-reality application from Microsoft that enables remote collaboration and real-time guidance using HoloLens or mobile devices for field service and support scenarios.
-
C.
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.
-
D.
Power Apps
Power Apps is a Microsoft low-code development platform that enables users to quickly build and deploy custom business applications across web and mobile.
-
E.
Dropbox Paper
Dropbox Paper is a collaborative online document-editing and note-taking tool that lets teams create, share, and work together on content in real time.
- 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: Feedback Hub app on Windows Triple: [Windows Insider Program, feedbackChannel, Feedback Hub app on Windows]
Generated description
The Feedback Hub app on Windows is a built-in tool that lets users submit feedback, report issues, and suggest features directly to Microsoft to help improve the Windows operating system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Feedback Hub app on Windows Target entity description: The Feedback Hub app on Windows is a built-in tool that lets users submit feedback, report issues, and suggest features directly to Microsoft to help improve the Windows operating system.
-
A.
Surface Hub
Surface Hub is Microsoft's large interactive whiteboard and collaboration device designed for meetings, presentations, and team productivity in business and educational environments.
-
B.
Dynamics 365 Remote Assist
Dynamics 365 Remote Assist is a mixed-reality application from Microsoft that enables remote collaboration and real-time guidance using HoloLens or mobile devices for field service and support scenarios.
-
C.
Windows Insider Program
chosen
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.
-
D.
Power Apps
Power Apps is a Microsoft low-code development platform that enables users to quickly build and deploy custom business applications across web and mobile.
-
E.
Dropbox Paper
Dropbox Paper is a collaborative online document-editing and note-taking tool that lets teams create, share, and work together on content in real time.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: feedbackChannel Context triple: [Windows Insider Program, feedbackChannel, Feedback Hub app on Windows]
-
A.
communicationChannel
chosen
Indicates a medium or method through which information is transmitted between parties.
-
B.
support
Indicates that one entity provides assistance, endorsement, or backing to another entity or its actions.
-
C.
facingIssue
Indicates that an entity is currently experiencing, encountering, or dealing with a problem, difficulty, or obstacle.
-
D.
complaintsProcedure
Indicates the formal process or mechanism through which complaints are submitted, handled, and resolved.
-
E.
contactPolicy
Indicates the rules or constraints governing how and when one party is allowed to initiate or maintain contact with another.
- F. None of above.
Provenance (6 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_69a8861912dc8190931af43b4b9158a7 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69ab5c96db6c8190a745d6fef7bf2cdb |
completed | March 6, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8ae98cd88190af4dc46679b3d93f |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad957bd63c819099a508ca5c4102cc |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97b18f9c8190a9c5ed80b5ed0195 |
completed | March 8, 2026, 3:37 p.m. |
| PD | Predicate disambiguation | batch_69aa61bed2fc819086d912cd34285978 |
completed | March 6, 2026, 5:10 a.m. |
Created at: March 4, 2026, 7:30 p.m.