Triple
T9899326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure IoT Hub |
E182245
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Azure Storage
Azure Storage is Microsoft’s cloud-based storage service that provides scalable, durable, and secure storage for unstructured and structured data, including blobs, files, queues, and tables.
|
E831041
|
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 Storage | Statement: [Azure IoT Hub, integratesWith, Azure Storage]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure Storage Context triple: [Azure IoT Hub, integratesWith, Azure Storage]
-
A.
Azure Blob Storage
Azure Blob Storage is a cloud-based object storage service for storing and managing large amounts of unstructured data such as text and binary files.
-
B.
Azure Files
Azure Files is a Microsoft Azure service that provides fully managed, cloud-based file shares accessible via the SMB and NFS protocols for seamless integration with applications and on-premises environments.
-
C.
Azure Storage Explorer
Azure Storage Explorer is a Microsoft desktop application that provides a graphical interface for managing and interacting with Azure storage resources such as blobs, queues, tables, and files.
-
D.
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.
-
E.
Azure Data Lake Storage
Azure Data Lake Storage is a scalable, secure cloud-based data lake service from Microsoft designed for big data analytics and enterprise data warehousing workloads.
- 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 Storage Triple: [Azure IoT Hub, integratesWith, Azure Storage]
Generated description
Azure Storage is Microsoft’s cloud-based storage service that provides scalable, durable, and secure storage for unstructured and structured data, including blobs, files, queues, and tables.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Azure Storage Target entity description: Azure Storage is Microsoft’s cloud-based storage service that provides scalable, durable, and secure storage for unstructured and structured data, including blobs, files, queues, and tables.
-
A.
Azure Blob Storage
Azure Blob Storage is a cloud-based object storage service for storing and managing large amounts of unstructured data such as text and binary files.
-
B.
Azure Files
Azure Files is a Microsoft Azure service that provides fully managed, cloud-based file shares accessible via the SMB and NFS protocols for seamless integration with applications and on-premises environments.
-
C.
Azure Storage Explorer
Azure Storage Explorer is a Microsoft desktop application that provides a graphical interface for managing and interacting with Azure storage resources such as blobs, queues, tables, and files.
-
D.
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.
-
E.
Azure Data Lake Storage
Azure Data Lake Storage is a scalable, secure cloud-based data lake service from Microsoft designed for big data analytics and enterprise data warehousing workloads.
- 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_69ca82876f8081909cf75df0f99bb13f |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cdb4adc03481909e0f657db01e5bab |
completed | April 2, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2289a547481909997f8f2dcb5e84c |
completed | April 5, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69d22aa0f9c88190adbd4d4ab930444f |
completed | April 5, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d22b26f56881909d4094d1870807b0 |
completed | April 5, 2026, 9:28 a.m. |
Created at: March 30, 2026, 8:40 p.m.