Triple

T9898938
Position Surface form Disambiguated ID Type / Status
Subject Azure Kubernetes Service E182239 entity
Predicate integratesWith P1075 FINISHED
Object Azure Application Gateway
Azure Application Gateway is a web traffic load balancer and application delivery controller service in Azure that provides Layer 7 routing, SSL termination, and security features such as Web Application Firewall for managing and protecting web applications.
 E828299 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 Application Gateway | Statement: [Azure Kubernetes Service, integratesWith, Azure Application Gateway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Azure Application Gateway
Context triple: [Azure Kubernetes Service, integratesWith, Azure Application Gateway]
  • A. 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.
  • B. Cloud Armor
    Cloud Armor is Google Cloud’s distributed web application firewall and DDoS protection service that helps secure applications and services from online attacks.
  • C. 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.
  • D. 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.
  • E. Google Cloud Load Balancing
    Google Cloud Load Balancing is a fully managed, software-defined load balancing service on Google Cloud that distributes traffic across instances and regions to provide high availability and scalability for applications.
  • 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 Application Gateway
Triple: [Azure Kubernetes Service, integratesWith, Azure Application Gateway]
Generated description
Azure Application Gateway is a web traffic load balancer and application delivery controller service in Azure that provides Layer 7 routing, SSL termination, and security features such as Web Application Firewall for managing and protecting web applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Azure Application Gateway
Target entity description: Azure Application Gateway is a web traffic load balancer and application delivery controller service in Azure that provides Layer 7 routing, SSL termination, and security features such as Web Application Firewall for managing and protecting web applications.
  • A. 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.
  • B. Cloud Armor
    Cloud Armor is Google Cloud’s distributed web application firewall and DDoS protection service that helps secure applications and services from online attacks.
  • C. 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.
  • D. 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.
  • E. Google Cloud Load Balancing
    Google Cloud Load Balancing is a fully managed, software-defined load balancing service on Google Cloud that distributes traffic across instances and regions to provide high availability and scalability for applications.
  • 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.