Triple
T9899325
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure IoT Hub |
E182245
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | Azure Logic Apps |
E189600
|
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 Logic Apps | Statement: [Azure IoT Hub, integratesWith, Azure Logic Apps]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Azure Logic Apps Context triple: [Azure IoT Hub, integratesWith, Azure Logic Apps]
-
A.
Azure Logic Apps
chosen
Azure Logic Apps is a cloud-based service for building and running automated workflows that integrate apps, data, services, and systems through a visual designer and prebuilt connectors.
-
B.
Power Automate
Power Automate is a Microsoft cloud service that enables users to create automated workflows between apps and services to synchronize files, get notifications, and streamline repetitive tasks.
-
C.
Azure Functions
Azure Functions is a serverless compute service that lets developers run event-driven code on demand in the cloud without managing infrastructure.
-
D.
Zoho Flow
Zoho Flow is a cloud-based integration and workflow automation platform that lets users connect apps and automate business processes without coding.
-
E.
Power Apps
Power Apps is a Microsoft low-code development platform that enables users to quickly build and deploy custom business applications across web and mobile.
- 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_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_69d20d92624c81909f5a8af8703ead09 |
completed | April 5, 2026, 7:21 a.m. |
Created at: March 30, 2026, 8:40 p.m.