Triple

T7985150
Position Surface form Disambiguated ID Type / Status
Subject Azure Event Hubs E185666 entity
Predicate integratesWith P1075 FINISHED
Object Azure Event Grid
Azure Event Grid is a fully managed event routing service in Microsoft Azure that enables reliable, scalable, and reactive event-driven architectures by connecting event sources to event handlers.
 E705286 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 Event Grid | Statement: [Azure Event Hubs, integratesWith, Azure Event Grid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Azure Event Grid
Context triple: [Azure Event Hubs, integratesWith, Azure Event Grid]
  • A. Azure Event Hubs
    Azure Event Hubs is a fully managed, real-time data ingestion and streaming platform on Microsoft Azure designed to handle millions of events per second for analytics and processing.
  • B. Eventarc
    Eventarc is a Google Cloud service that routes events from various sources to Cloud Run and other targets, enabling event-driven architectures.
  • C. Amazon EventBridge
    Amazon EventBridge is a serverless event bus service from AWS that enables applications to connect using events from AWS services, integrated SaaS applications, and custom sources for event-driven architectures.
  • D. Azure Service Bus
    Azure Service Bus is a fully managed enterprise message broker on Microsoft Azure that enables reliable, asynchronous communication between distributed applications and services.
  • E. CloudEvents
    CloudEvents is a standardized, language- and platform-neutral specification for describing event data in a common, interoperable format across services and systems.
  • 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 Event Grid
Triple: [Azure Event Hubs, integratesWith, Azure Event Grid]
Generated description
Azure Event Grid is a fully managed event routing service in Microsoft Azure that enables reliable, scalable, and reactive event-driven architectures by connecting event sources to event handlers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Azure Event Grid
Target entity description: Azure Event Grid is a fully managed event routing service in Microsoft Azure that enables reliable, scalable, and reactive event-driven architectures by connecting event sources to event handlers.
  • A. Azure Event Hubs
    Azure Event Hubs is a fully managed, real-time data ingestion and streaming platform on Microsoft Azure designed to handle millions of events per second for analytics and processing.
  • B. Eventarc
    Eventarc is a Google Cloud service that routes events from various sources to Cloud Run and other targets, enabling event-driven architectures.
  • C. Amazon EventBridge
    Amazon EventBridge is a serverless event bus service from AWS that enables applications to connect using events from AWS services, integrated SaaS applications, and custom sources for event-driven architectures.
  • D. Azure Service Bus
    Azure Service Bus is a fully managed enterprise message broker on Microsoft Azure that enables reliable, asynchronous communication between distributed applications and services.
  • E. CloudEvents
    CloudEvents is a standardized, language- and platform-neutral specification for describing event data in a common, interoperable format across services and systems.
  • 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_69ca829a2cfc819083d591d58ec04075 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c4a55b881909a96133e56c0dffa completed March 31, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0e0b2748190930c22c6157d1b07 completed March 31, 2026, 2:57 p.m.
NEDg Description generation batch_69cc46c221848190848c7e017e532a16 completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc480d2f40819085046a1d0c9d05e0 completed March 31, 2026, 10:17 p.m.
Created at: March 30, 2026, 5:15 p.m.