Triple
T11704357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SQL Server on Azure Virtual Machines |
E278201
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | Azure Automation |
E828327
|
NE FINISHED |
How this triple was built (2 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 Automation | Statement: [SQL Server on Azure Virtual Machines, integratesWith, Azure Automation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure Automation Context triple: [SQL Server on Azure Virtual Machines, integratesWith, Azure Automation]
-
A.
Azure Automation
chosen
Azure Automation is a Microsoft Azure service that enables users to automate, orchestrate, and manage repetitive tasks and processes across Azure and hybrid environments using runbooks and configuration management.
-
B.
Azure Automation State Configuration
Azure Automation State Configuration is a cloud-based configuration management service in Azure that uses Desired State Configuration (DSC) to define, monitor, and automatically enforce the desired state of Windows and Linux machines at scale.
-
C.
Azure PowerShell
Azure PowerShell is a set of PowerShell cmdlets designed to manage and automate Microsoft Azure resources and services from the command line.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aaff2ce88190b4a1e4b341ad5377 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a49b1080819096593733ee48a187 |
completed | April 10, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ef83525ae081909ee6f3fbb5d37dd7 |
completed | April 27, 2026, 3:40 p.m. |
Created at: April 8, 2026, 9:40 p.m.