Triple
T2556462
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure SQL Managed Instance |
E56739
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object |
Azure Hybrid Benefit
Azure Hybrid Benefit is a Microsoft licensing program that lets customers use existing on-premises Windows Server and SQL Server licenses with Software Assurance to reduce costs when running workloads in Azure.
|
E277021
|
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 Hybrid Benefit | Statement: [Azure SQL Managed Instance, supports, Azure Hybrid Benefit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure Hybrid Benefit Context triple: [Azure SQL Managed Instance, supports, Azure Hybrid Benefit]
-
A.
Microsoft Cloud
Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
-
B.
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.
-
C.
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.
-
D.
Azure Site Recovery
Azure Site Recovery is a Microsoft Azure disaster recovery service that orchestrates and automates the replication, failover, and recovery of workloads to help ensure business continuity during outages.
-
E.
Azure Security Center
Azure Security Center is a cloud security management and threat protection service that helps monitor, harden, and defend workloads running in Microsoft Azure and hybrid environments.
- 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 Hybrid Benefit Triple: [Azure SQL Managed Instance, supports, Azure Hybrid Benefit]
Generated description
Azure Hybrid Benefit is a Microsoft licensing program that lets customers use existing on-premises Windows Server and SQL Server licenses with Software Assurance to reduce costs when running workloads in Azure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Azure Hybrid Benefit Target entity description: Azure Hybrid Benefit is a Microsoft licensing program that lets customers use existing on-premises Windows Server and SQL Server licenses with Software Assurance to reduce costs when running workloads in Azure.
-
A.
Microsoft Cloud
Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
-
B.
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.
-
C.
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.
-
D.
Azure Site Recovery
Azure Site Recovery is a Microsoft Azure disaster recovery service that orchestrates and automates the replication, failover, and recovery of workloads to help ensure business continuity during outages.
-
E.
Azure Security Center
Azure Security Center is a cloud security management and threat protection service that helps monitor, harden, and defend workloads running in Microsoft Azure and hybrid environments.
- 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_69ab4a4bfec081908039988ec4c86e28 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd310b3a48190b275be13eb050e57 |
completed | March 7, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5d1d937c8190ac6b7bb405a49c3c |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5dc7ef4c81908581716c07dcae47 |
completed | March 9, 2026, 11:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5e66a39c81909a49c272cd595c84 |
completed | March 9, 2026, 11:57 p.m. |
Created at: March 6, 2026, 9:48 p.m.