Triple
T17499742
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AWS Auto Scaling |
E426158
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
EC2 Auto Scaling
EC2 Auto Scaling is an AWS service that automatically adjusts the number of Amazon EC2 instances in response to changing application demand to maintain performance and optimize costs.
|
E426158
|
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: EC2 Auto Scaling | Statement: [AWS Auto Scaling, hasComponent, EC2 Auto Scaling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EC2 Auto Scaling Context triple: [AWS Auto Scaling, hasComponent, EC2 Auto Scaling]
-
A.
AWS Auto Scaling
AWS Auto Scaling is an Amazon Web Services feature that automatically adjusts the number of compute resources in response to changing application demand to maintain performance and optimize costs.
-
B.
Amazon EC2
Amazon EC2 is a scalable cloud computing service that provides virtual servers (instances) for running applications on Amazon Web Services infrastructure.
-
C.
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.
-
D.
AWS Elastic Beanstalk
AWS Elastic Beanstalk is a fully managed service for deploying and scaling web applications and services by automatically handling infrastructure provisioning, load balancing, scaling, and monitoring.
-
E.
Amazon ECS
Amazon ECS is a fully managed container orchestration service that lets users run, scale, and secure Docker containers on AWS infrastructure.
- 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: EC2 Auto Scaling Triple: [AWS Auto Scaling, hasComponent, EC2 Auto Scaling]
Generated description
EC2 Auto Scaling is an AWS service that automatically adjusts the number of Amazon EC2 instances in response to changing application demand to maintain performance and optimize costs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: EC2 Auto Scaling Target entity description: EC2 Auto Scaling is an AWS service that automatically adjusts the number of Amazon EC2 instances in response to changing application demand to maintain performance and optimize costs.
-
A.
AWS Auto Scaling
chosen
AWS Auto Scaling is an Amazon Web Services feature that automatically adjusts the number of compute resources in response to changing application demand to maintain performance and optimize costs.
-
B.
Amazon EC2
Amazon EC2 is a scalable cloud computing service that provides virtual servers (instances) for running applications on Amazon Web Services infrastructure.
-
C.
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.
-
D.
AWS Elastic Beanstalk
AWS Elastic Beanstalk is a fully managed service for deploying and scaling web applications and services by automatically handling infrastructure provisioning, load balancing, scaling, and monitoring.
-
E.
Amazon ECS
Amazon ECS is a fully managed container orchestration service that lets users run, scale, and secure Docker containers on AWS infrastructure.
- F. None of above.
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_69d889dd9164819087b1dc3c9240c870 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452112ff0819089c2951baba90102 |
completed | April 19, 2026, 3:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c2067774819089728021aef5f967 |
completed | May 11, 2026, 11:48 a.m. |
| NEDg | Description generation | batch_6a01c36b06dc81909f52cbe1c57eb128 |
completed | May 11, 2026, 11:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01c41859008190b786bdc2c09f24d1 |
completed | May 11, 2026, 11:57 a.m. |
Created at: April 10, 2026, 5:48 a.m.