Triple
T21568072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microsoft Productivity and Business Processes segment |
E532211
|
entity |
| Predicate | technologyStack |
P21680
|
FINISHED |
| Object | Microsoft Azure infrastructure |
—
|
NE NERFINISHED |
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: Microsoft Azure infrastructure | Statement: [Microsoft Productivity and Business Processes segment, technologyStack, Microsoft Azure infrastructure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft Azure infrastructure Context triple: [Microsoft Productivity and Business Processes segment, technologyStack, Microsoft Azure infrastructure]
-
A.
Microsoft Azure Virtual Machines
Microsoft Azure Virtual Machines is a cloud computing service that provides scalable, on-demand virtual servers for running applications and workloads on Microsoft's Azure platform.
-
B.
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.
-
C.
Azure
chosen
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
Azure is a powerful, malevolent cosmic being who serves as one of the primary antagonists in the Doctor Who: Flux storyline.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c460db088190828c64206a450273 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eee9cad95c8190ab165ced6f242302 |
completed | April 27, 2026, 4:44 a.m. |
Created at: April 16, 2026, 6:30 p.m.