Triple

T12323861

Position	Surface form	Disambiguated ID	Type / Status
Subject	AWS WAF	`E293781`	entity
Predicate	integratesWith	`P1075`	FINISHED
Object	Application Load Balancer Application Load Balancer is an AWS Elastic Load Balancing service that intelligently routes HTTP/HTTPS traffic at the application layer, supporting advanced routing features for modern, microservices-based architectures.	`E983632`	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: Application Load Balancer | Statement: [AWS WAF, integratesWith, Application Load Balancer]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Application Load Balancer
Context triple: [AWS WAF, integratesWith, Application 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. 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.
C. 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.
D. 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.
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: Application Load Balancer
Triple: [AWS WAF, integratesWith, Application Load Balancer]

Generated description

Application Load Balancer is an AWS Elastic Load Balancing service that intelligently routes HTTP/HTTPS traffic at the application layer, supporting advanced routing features for modern, microservices-based architectures.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Application Load Balancer
Target entity description: Application Load Balancer is an AWS Elastic Load Balancing service that intelligently routes HTTP/HTTPS traffic at the application layer, supporting advanced routing features for modern, microservices-based architectures.

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. 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.
C. 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.
D. 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.
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_69d93f4d7dac81909ff10e64e229ef33`	completed	April 10, 2026, 6:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f63eefad508190be266c776525a7cc`	completed	May 2, 2026, 6:14 p.m.
NEDg	Description generation	`batch_69f6400fe9888190ae8244ccc8e8bc39`	completed	May 2, 2026, 6:18 p.m.
NED2	Entity disambiguation (via description)	`batch_69f64168d23881908daee7d7cba2160d`	completed	May 2, 2026, 6:24 p.m.

Created at: April 8, 2026, 9:53 p.m.