Triple

T11653909
Position Surface form Disambiguated ID Type / Status
Subject Azure portal E276971 entity
Predicate supportsService P203 FINISHED
Object Azure Firewall
Azure Firewall is a cloud-native, managed network security service in Microsoft Azure that provides scalable, stateful firewall protection and threat filtering for virtual networks and applications.
E937581 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 Firewall | Statement: [Azure portal, supportsService, Azure Firewall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Azure Firewall
Context triple: [Azure portal, supportsService, Azure Firewall]
  • A. 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.
  • B. Azure Virtual Network
    Azure Virtual Network is a core Azure networking service that enables secure, isolated, and configurable private networks in the cloud for running and connecting Azure resources.
  • C. AWS Firewall Manager
    AWS Firewall Manager is a security management service that centrally configures and manages firewall rules and protections across multiple AWS accounts and resources.
  • D. Azure Security Center
    Azure Security Center is a cloud security management and threat protection service that helps monitor, harden, and defend workloads running in Microsoft Azure and hybrid environments.
  • E. 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.
  • 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 Firewall
Triple: [Azure portal, supportsService, Azure Firewall]
Generated description
Azure Firewall is a cloud-native, managed network security service in Microsoft Azure that provides scalable, stateful firewall protection and threat filtering for virtual networks and applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Azure Firewall
Target entity description: Azure Firewall is a cloud-native, managed network security service in Microsoft Azure that provides scalable, stateful firewall protection and threat filtering for virtual networks and applications.
  • A. 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.
  • B. Azure Virtual Network
    Azure Virtual Network is a core Azure networking service that enables secure, isolated, and configurable private networks in the cloud for running and connecting Azure resources.
  • C. AWS Firewall Manager
    AWS Firewall Manager is a security management service that centrally configures and manages firewall rules and protections across multiple AWS accounts and resources.
  • D. Azure Security Center
    Azure Security Center is a cloud security management and threat protection service that helps monitor, harden, and defend workloads running in Microsoft Azure and hybrid environments.
  • E. 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.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a2d01f9c8190849f252f22519550 completed April 10, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee880eccc4819096e2b3305cdb3239 completed April 26, 2026, 9:47 p.m.
NEDg Description generation batch_69eeb315ebc48190a0f6ff0dc8afd462 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eecd954b348190bf2f3ad66acbf1b7 completed April 27, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:39 p.m.