Triple
T1610825
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Xamarin |
E34609
|
entity |
| Predicate | feature |
P374
|
FINISHED |
| Object |
Xamarin Test Cloud (historical)
Xamarin Test Cloud was a cloud-based mobile app testing service that allowed developers to run automated UI tests on a wide range of real iOS and Android devices.
|
E34609
|
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: Xamarin Test Cloud (historical) | Statement: [Xamarin, feature, Xamarin Test Cloud (historical)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Xamarin Test Cloud (historical) Context triple: [Xamarin, feature, Xamarin Test Cloud (historical)]
-
A.
Xamarin
Xamarin is a cross-platform mobile app development framework that allows developers to build native iOS, Android, and Windows applications using C# and .NET.
-
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.
Apex Cloud
Apex Cloud is an interstellar cloud located in the solar neighborhood, situated near the Local Interstellar Cloud through which our Solar System is currently passing.
-
D.
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.
-
E.
AppDynamics
AppDynamics is an application performance monitoring and observability company that provides tools to track, analyze, and optimize the performance of software applications and IT infrastructure.
- 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: Xamarin Test Cloud (historical) Triple: [Xamarin, feature, Xamarin Test Cloud (historical)]
Generated description
Xamarin Test Cloud was a cloud-based mobile app testing service that allowed developers to run automated UI tests on a wide range of real iOS and Android devices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Xamarin Test Cloud (historical) Target entity description: Xamarin Test Cloud was a cloud-based mobile app testing service that allowed developers to run automated UI tests on a wide range of real iOS and Android devices.
-
A.
Xamarin
chosen
Xamarin is a cross-platform mobile app development framework that allows developers to build native iOS, Android, and Windows applications using C# and .NET.
-
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.
Apex Cloud
Apex Cloud is an interstellar cloud located in the solar neighborhood, situated near the Local Interstellar Cloud through which our Solar System is currently passing.
-
D.
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.
-
E.
AppDynamics
AppDynamics is an application performance monitoring and observability company that provides tools to track, analyze, and optimize the performance of software applications and IT infrastructure.
- F. None of above.
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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa622b9fbc8190bff82acdde10deb6 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51c4bbfc8190b9d00e1562155a5f |
completed | March 8, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_69ad526a5e648190b3f40a85c0c06abb |
completed | March 8, 2026, 10:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad52e053f081908af40a7602dab301 |
completed | March 8, 2026, 10:43 a.m. |
Created at: March 4, 2026, 7:28 p.m.