Triple

T12322600
Position Surface form Disambiguated ID Type / Status
Subject AWS Key Management Service E293760 entity
Predicate integratesWith P1075 FINISHED
Object Amazon Macie
Amazon Macie is an AWS security service that uses machine learning to automatically discover, classify, and protect sensitive data stored in AWS.
E975089 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: Amazon Macie | Statement: [AWS Key Management Service, integratesWith, Amazon Macie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amazon Macie
Context triple: [AWS Key Management Service, integratesWith, Amazon Macie]
  • A. S3 Access Analyzer for S3
    S3 Access Analyzer for S3 is an AWS security feature that continuously analyzes Amazon S3 bucket access policies to identify and highlight buckets and objects that are publicly or cross-account accessible.
  • B. Azure Purview
    Azure Purview is a unified data governance and catalog service from Microsoft that helps organizations discover, classify, and manage data across on-premises, multi-cloud, and SaaS sources.
  • C. Amazon CloudWatch
    Amazon CloudWatch is a monitoring and observability service that collects and analyzes logs, metrics, and events from AWS resources and applications to help track performance and operational health.
  • D. Microsoft Defender for Cloud
    Microsoft Defender for Cloud is a cloud-native security solution that provides unified threat protection, security posture management, and compliance monitoring across hybrid and multi-cloud environments.
  • E. AWS Config
    AWS Config is a cloud service that continuously assesses, audits, and records the configurations of AWS resources to help with compliance, security, and operational troubleshooting.
  • 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: Amazon Macie
Triple: [AWS Key Management Service, integratesWith, Amazon Macie]
Generated description
Amazon Macie is an AWS security service that uses machine learning to automatically discover, classify, and protect sensitive data stored in AWS.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amazon Macie
Target entity description: Amazon Macie is an AWS security service that uses machine learning to automatically discover, classify, and protect sensitive data stored in AWS.
  • A. S3 Access Analyzer for S3
    S3 Access Analyzer for S3 is an AWS security feature that continuously analyzes Amazon S3 bucket access policies to identify and highlight buckets and objects that are publicly or cross-account accessible.
  • B. Azure Purview
    Azure Purview is a unified data governance and catalog service from Microsoft that helps organizations discover, classify, and manage data across on-premises, multi-cloud, and SaaS sources.
  • C. Amazon CloudWatch
    Amazon CloudWatch is a monitoring and observability service that collects and analyzes logs, metrics, and events from AWS resources and applications to help track performance and operational health.
  • D. Microsoft Defender for Cloud
    Microsoft Defender for Cloud is a cloud-native security solution that provides unified threat protection, security posture management, and compliance monitoring across hybrid and multi-cloud environments.
  • E. AWS Config
    AWS Config is a cloud service that continuously assesses, audits, and records the configurations of AWS resources to help with compliance, security, and operational troubleshooting.
  • 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.