Triple
T8287403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure Cloud Shell |
E193816
|
entity |
| Predicate | includesTool |
P1393
|
FINISHED |
| Object |
Azure PowerShell
Azure PowerShell is a set of PowerShell cmdlets designed to manage and automate Microsoft Azure resources and services from the command line.
|
E724236
|
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 PowerShell | Statement: [Azure Cloud Shell, includesTool, Azure PowerShell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure PowerShell Context triple: [Azure Cloud Shell, includesTool, Azure PowerShell]
-
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 CLI
Azure CLI is a cross-platform command-line tool for managing and automating Microsoft Azure resources and services.
-
C.
Azure portal
Azure portal is Microsoft's unified, web-based management interface for configuring, monitoring, and administering Azure cloud services and resources.
-
D.
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.
-
E.
Azure REST APIs
Azure REST APIs are HTTP-based interfaces that allow developers to programmatically manage and interact with Microsoft 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 PowerShell Triple: [Azure Cloud Shell, includesTool, Azure PowerShell]
Generated description
Azure PowerShell is a set of PowerShell cmdlets designed to manage and automate Microsoft Azure resources and services from the command line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Azure PowerShell Target entity description: Azure PowerShell is a set of PowerShell cmdlets designed to manage and automate Microsoft Azure resources and services from the command line.
-
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 CLI
Azure CLI is a cross-platform command-line tool for managing and automating Microsoft Azure resources and services.
-
C.
Azure portal
Azure portal is Microsoft's unified, web-based management interface for configuring, monitoring, and administering Azure cloud services and resources.
-
D.
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.
-
E.
Azure REST APIs
Azure REST APIs are HTTP-based interfaces that allow developers to programmatically manage and interact with Microsoft 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_69ca82e32db481908b72f3804fa71152 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7ad4b2008190ad1624e1335147c6 |
completed | March 31, 2026, 7:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd688441908190b6b0a39dfb9d87ac |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d55196881909cf5ec925792e09f |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e2bdae08190adc51e904e85695e |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:52 p.m.