Triple

T12323916
Position Surface form Disambiguated ID Type / Status
Subject AWS Firewall Manager E293782 entity
Predicate integratesWith P1075 FINISHED
Object AWS Network Firewall
AWS Network Firewall is a managed, scalable network security service from Amazon Web Services that enables centralized deployment of stateful inspection, intrusion prevention, and web filtering for Amazon VPCs.
E975118 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: AWS Network Firewall | Statement: [AWS Firewall Manager, integratesWith, AWS Network Firewall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AWS Network Firewall
Context triple: [AWS Firewall Manager, integratesWith, AWS Network Firewall]
  • A. 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.
  • B. 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.
  • C. AWS WAF
    AWS WAF is a cloud-based web application firewall service that helps protect web applications and APIs from common web exploits and bots.
  • D. Amazon VPC
    Amazon VPC is a networking service that lets users provision logically isolated, customizable virtual networks within the AWS cloud to securely run and control their resources.
  • E. AWS Shield
    AWS Shield is a managed distributed denial-of-service (DDoS) protection service that safeguards applications running on Amazon Web Services from malicious traffic and downtime.
  • 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: AWS Network Firewall
Triple: [AWS Firewall Manager, integratesWith, AWS Network Firewall]
Generated description
AWS Network Firewall is a managed, scalable network security service from Amazon Web Services that enables centralized deployment of stateful inspection, intrusion prevention, and web filtering for Amazon VPCs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AWS Network Firewall
Target entity description: AWS Network Firewall is a managed, scalable network security service from Amazon Web Services that enables centralized deployment of stateful inspection, intrusion prevention, and web filtering for Amazon VPCs.
  • A. 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.
  • B. 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.
  • C. AWS WAF
    AWS WAF is a cloud-based web application firewall service that helps protect web applications and APIs from common web exploits and bots.
  • D. Amazon VPC
    Amazon VPC is a networking service that lets users provision logically isolated, customizable virtual networks within the AWS cloud to securely run and control their resources.
  • E. AWS Shield
    AWS Shield is a managed distributed denial-of-service (DDoS) protection service that safeguards applications running on Amazon Web Services from malicious traffic and downtime.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4d7dac81909ff10e64e229ef33 completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e8d27288190bdf32acd600141db completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9493d081909a543bcafeb508d1 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f620ad9ec0819099909142fbad6412 completed May 2, 2026, 4:05 p.m.
Created at: April 8, 2026, 9:53 p.m.