Triple
T11654034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure CLI |
E276972
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object |
Azure Stack Hub
Azure Stack Hub is a hybrid cloud platform from Microsoft that brings Azure services and capabilities into on-premises datacenters for consistent development and operations across cloud and edge environments.
|
E937591
|
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 Stack Hub | Statement: [Azure CLI, supports, Azure Stack Hub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure Stack Hub Context triple: [Azure CLI, supports, Azure Stack Hub]
-
A.
Azure Resource Manager
Azure Resource Manager is the deployment and management service for Microsoft Azure that provides a consistent way to create, update, and manage cloud resources through templates, APIs, and role-based access control.
-
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 Virtual Desktop
Azure Virtual Desktop is a Microsoft cloud-based service that delivers virtualized Windows desktops and applications to users on nearly any device.
-
D.
HPE GreenLake
HPE GreenLake is Hewlett Packard Enterprise’s hybrid cloud-as-a-service platform that delivers on-premises IT infrastructure and services with a cloud-like, pay-per-use consumption model.
-
E.
Azure portal
Azure portal is Microsoft's unified, web-based management interface for configuring, monitoring, and administering Azure cloud services and resources.
- 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 Stack Hub Triple: [Azure CLI, supports, Azure Stack Hub]
Generated description
Azure Stack Hub is a hybrid cloud platform from Microsoft that brings Azure services and capabilities into on-premises datacenters for consistent development and operations across cloud and edge environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Azure Stack Hub Target entity description: Azure Stack Hub is a hybrid cloud platform from Microsoft that brings Azure services and capabilities into on-premises datacenters for consistent development and operations across cloud and edge environments.
-
A.
Azure Resource Manager
Azure Resource Manager is the deployment and management service for Microsoft Azure that provides a consistent way to create, update, and manage cloud resources through templates, APIs, and role-based access control.
-
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 Virtual Desktop
Azure Virtual Desktop is a Microsoft cloud-based service that delivers virtualized Windows desktops and applications to users on nearly any device.
-
D.
HPE GreenLake
HPE GreenLake is Hewlett Packard Enterprise’s hybrid cloud-as-a-service platform that delivers on-premises IT infrastructure and services with a cloud-like, pay-per-use consumption model.
-
E.
Azure portal
Azure portal is Microsoft's unified, web-based management interface for configuring, monitoring, and administering Azure cloud services and resources.
- 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_69d6aafbb3c081908a9cdb4ecb8d981d |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a3cee010819089cffdbefe5a6efb |
completed | April 10, 2026, 7:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee880eccc4819096e2b3305cdb3239 |
completed | April 26, 2026, 9:47 p.m. |
| NEDg | Description generation | batch_69eeb315ebc48190a0f6ff0dc8afd462 |
completed | April 27, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69eecd954b348190bf2f3ad66acbf1b7 |
completed | April 27, 2026, 2:44 a.m. |
Created at: April 8, 2026, 9:39 p.m.