Triple

T12324207
Position Surface form Disambiguated ID Type / Status
Subject AWS Elastic Load Balancing E293787 entity
Predicate offersLoadBalancerType P104472 FINISHED
Object Network Load Balancer
Network Load Balancer is an AWS load balancing service designed to handle millions of requests per second with ultra-low latency at the transport (Layer 4) level, ideal for high-performance, TCP/UDP-based applications.
E980144 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: Network Load Balancer | Statement: [AWS Elastic Load Balancing, offersLoadBalancerType, Network Load Balancer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Network Load Balancer
Context triple: [AWS Elastic Load Balancing, offersLoadBalancerType, Network Load Balancer]
  • A. Server Load Balancer
    Server Load Balancer is an Alibaba Cloud service that distributes incoming network traffic across multiple backend servers to improve availability, scalability, and reliability of applications.
  • B. Gateway Load Balancer
    Gateway Load Balancer is an AWS load balancing service designed to transparently deploy, scale, and manage third-party virtual appliances such as firewalls and intrusion detection systems in the cloud.
  • C. Azure Load Balancer
    Azure Load Balancer is a cloud-native load balancing service in Microsoft Azure that distributes incoming network traffic across multiple virtual machines or services to ensure high availability and scalability.
  • D. 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.
  • E. AWS Elastic Load Balancing
    AWS Elastic Load Balancing is a cloud service that automatically distributes incoming application traffic across multiple targets, such as Amazon EC2 instances, containers, and IP addresses, to improve availability and scalability.
  • 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: Network Load Balancer
Triple: [AWS Elastic Load Balancing, offersLoadBalancerType, Network Load Balancer]
Generated description
Network Load Balancer is an AWS load balancing service designed to handle millions of requests per second with ultra-low latency at the transport (Layer 4) level, ideal for high-performance, TCP/UDP-based applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Network Load Balancer
Target entity description: Network Load Balancer is an AWS load balancing service designed to handle millions of requests per second with ultra-low latency at the transport (Layer 4) level, ideal for high-performance, TCP/UDP-based applications.
  • A. Server Load Balancer
    Server Load Balancer is an Alibaba Cloud service that distributes incoming network traffic across multiple backend servers to improve availability, scalability, and reliability of applications.
  • B. Gateway Load Balancer
    Gateway Load Balancer is an AWS load balancing service designed to transparently deploy, scale, and manage third-party virtual appliances such as firewalls and intrusion detection systems in the cloud.
  • C. Azure Load Balancer
    Azure Load Balancer is a cloud-native load balancing service in Microsoft Azure that distributes incoming network traffic across multiple virtual machines or services to ensure high availability and scalability.
  • D. 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.
  • E. AWS Elastic Load Balancing
    AWS Elastic Load Balancing is a cloud service that automatically distributes incoming application traffic across multiple targets, such as Amazon EC2 instances, containers, and IP addresses, to improve availability and scalability.
  • 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_69d94d46007c81908e0f4b590402bf58 completed April 10, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6346a3f34819091882004ab558347 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6356b545c819089a5f5b901afc5f2 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f636382ffc8190becfae41757a45d8 completed May 2, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:53 p.m.