Triple
T11653960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure portal |
E276971
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Azure Resource Graph
Azure Resource Graph is a scalable Azure service that enables fast, complex querying and exploration of resources across large cloud environments for inventory, governance, and compliance scenarios.
|
E937587
|
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 Resource Graph | Statement: [Azure portal, integratesWith, Azure Resource Graph]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure Resource Graph Context triple: [Azure portal, integratesWith, Azure Resource Graph]
-
A.
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.
-
B.
Azure Purview
Azure Purview is a unified data governance and catalog service from Microsoft that helps organizations discover, classify, and manage data across on-premises, multi-cloud, and SaaS sources.
-
C.
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.
-
D.
Azure Monitor
Azure Monitor is a cloud-based observability service that collects, analyzes, and acts on telemetry data from applications and infrastructure running in Azure and other environments.
-
E.
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.
- 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 Resource Graph Triple: [Azure portal, integratesWith, Azure Resource Graph]
Generated description
Azure Resource Graph is a scalable Azure service that enables fast, complex querying and exploration of resources across large cloud environments for inventory, governance, and compliance scenarios.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Azure Resource Graph Target entity description: Azure Resource Graph is a scalable Azure service that enables fast, complex querying and exploration of resources across large cloud environments for inventory, governance, and compliance scenarios.
-
A.
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.
-
B.
Azure Purview
Azure Purview is a unified data governance and catalog service from Microsoft that helps organizations discover, classify, and manage data across on-premises, multi-cloud, and SaaS sources.
-
C.
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.
-
D.
Azure Monitor
Azure Monitor is a cloud-based observability service that collects, analyzes, and acts on telemetry data from applications and infrastructure running in Azure and other environments.
-
E.
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.
- 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.