Triple

T12323010
Position Surface form Disambiguated ID Type / Status
Subject AWS Step Functions E293767 entity
Predicate integratesWith P1075 FINISHED
Object AWS Batch
AWS Batch is a fully managed AWS service that efficiently runs and scales batch computing workloads on AWS infrastructure without requiring users to manage servers or job schedulers.
 E975098 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 Batch | Statement: [AWS Step Functions, integratesWith, AWS Batch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AWS Batch
Context triple: [AWS Step Functions, integratesWith, AWS Batch]
  • A. Azure Batch
    Azure Batch is a Microsoft cloud service that enables large-scale parallel and high-performance computing (HPC) workloads by automatically managing and scaling compute resources.
  • B. Amazon ECS
    Amazon ECS is a fully managed container orchestration service that lets users run, scale, and secure Docker containers on AWS infrastructure.
  • C. Amazon EMR
    Amazon EMR is a managed big data platform on AWS that simplifies running large-scale data processing frameworks like Apache Hadoop and Spark on elastic cloud clusters.
  • D. AWS Fargate
    AWS Fargate is a serverless compute engine for containers that lets users run Docker-based applications on AWS without managing underlying servers or clusters.
  • E. Azure Container Instances
    Azure Container Instances is a Microsoft Azure service that lets you run Docker containers on demand in a fully managed, serverless environment without needing to provision or manage virtual machines.
  • 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 Batch
Triple: [AWS Step Functions, integratesWith, AWS Batch]
Generated description
AWS Batch is a fully managed AWS service that efficiently runs and scales batch computing workloads on AWS infrastructure without requiring users to manage servers or job schedulers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AWS Batch
Target entity description: AWS Batch is a fully managed AWS service that efficiently runs and scales batch computing workloads on AWS infrastructure without requiring users to manage servers or job schedulers.
  • A. Azure Batch
    Azure Batch is a Microsoft cloud service that enables large-scale parallel and high-performance computing (HPC) workloads by automatically managing and scaling compute resources.
  • B. Amazon ECS
    Amazon ECS is a fully managed container orchestration service that lets users run, scale, and secure Docker containers on AWS infrastructure.
  • C. Amazon EMR
    Amazon EMR is a managed big data platform on AWS that simplifies running large-scale data processing frameworks like Apache Hadoop and Spark on elastic cloud clusters.
  • D. AWS Fargate
    AWS Fargate is a serverless compute engine for containers that lets users run Docker-based applications on AWS without managing underlying servers or clusters.
  • E. Azure Container Instances
    Azure Container Instances is a Microsoft Azure service that lets you run Docker containers on demand in a fully managed, serverless environment without needing to provision or manage virtual machines.
  • 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.