Triple
T9898855
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure App Service |
E182237
|
entity |
| Predicate | includesService |
P1393
|
FINISHED |
| Object |
WebJobs
WebJobs is an Azure App Service feature that lets you run background tasks or scheduled jobs alongside your web applications in the cloud.
|
E828295
|
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: WebJobs | Statement: [Azure App Service, includesService, WebJobs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WebJobs Context triple: [Azure App Service, includesService, WebJobs]
-
A.
Azure Functions
Azure Functions is a serverless compute service that lets developers run event-driven code on demand in the cloud without managing infrastructure.
-
B.
Azure App Service
Azure App Service is a fully managed platform-as-a-service (PaaS) offering from Microsoft Azure for building, deploying, and scaling web apps and APIs.
-
C.
Cloud Tasks
Cloud Tasks is a fully managed Google Cloud service for scheduling, dispatching, and managing asynchronous background tasks at scale.
-
D.
Azure REST APIs
Azure REST APIs are HTTP-based interfaces that allow developers to programmatically manage and interact with Microsoft Azure cloud services and resources.
-
E.
Azure Logic Apps
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.
- 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: WebJobs Triple: [Azure App Service, includesService, WebJobs]
Generated description
WebJobs is an Azure App Service feature that lets you run background tasks or scheduled jobs alongside your web applications in the cloud.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WebJobs Target entity description: WebJobs is an Azure App Service feature that lets you run background tasks or scheduled jobs alongside your web applications in the cloud.
-
A.
Azure Functions
Azure Functions is a serverless compute service that lets developers run event-driven code on demand in the cloud without managing infrastructure.
-
B.
Azure App Service
Azure App Service is a fully managed platform-as-a-service (PaaS) offering from Microsoft Azure for building, deploying, and scaling web apps and APIs.
-
C.
Cloud Tasks
Cloud Tasks is a fully managed Google Cloud service for scheduling, dispatching, and managing asynchronous background tasks at scale.
-
D.
Azure REST APIs
Azure REST APIs are HTTP-based interfaces that allow developers to programmatically manage and interact with Microsoft Azure cloud services and resources.
-
E.
Azure Logic Apps
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.
- 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_69d1eb1b9534819093c5150f1ed8f685 |
completed | April 5, 2026, 4:54 a.m. |
| NEDg | Description generation | batch_69d1ecb3e4a08190add9b971d96f331d |
completed | April 5, 2026, 5:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1ed413edc81908177be16d5127a58 |
completed | April 5, 2026, 5:04 a.m. |
Created at: March 30, 2026, 8:40 p.m.