Triple

T12322598
Position Surface form Disambiguated ID Type / Status
Subject AWS Key Management Service E293760 entity
Predicate integratesWith P1075 FINISHED
Object Amazon GuardDuty
Amazon GuardDuty is a managed threat detection service that continuously monitors AWS accounts, workloads, and data for malicious or unauthorized activity using intelligent analysis of logs and events.
E975088 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 GuardDuty | Statement: [AWS Key Management Service, integratesWith, Amazon GuardDuty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amazon GuardDuty
Context triple: [AWS Key Management Service, integratesWith, Amazon GuardDuty]
  • A. Oracle Cloud Guard
    Oracle Cloud Guard is a security and compliance monitoring service for Oracle Cloud Infrastructure that continuously detects misconfigurations and threats and helps automate remediation.
  • B. Google cloud security intelligence
    Google Cloud Security Intelligence is Google’s cloud-based threat detection and analysis platform that powers security features such as malware and abuse protection across Google services.
  • C. AWS Firewall Manager
    AWS Firewall Manager is a security management service that centrally configures and manages firewall rules and protections across multiple AWS accounts and resources.
  • D. Alibaba Cloud Security Center
    Alibaba Cloud Security Center is a cloud-native security platform that provides threat detection, vulnerability management, and protection for workloads running on Alibaba Cloud.
  • E. 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.
  • 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 GuardDuty
Triple: [AWS Key Management Service, integratesWith, Amazon GuardDuty]
Generated description
Amazon GuardDuty is a managed threat detection service that continuously monitors AWS accounts, workloads, and data for malicious or unauthorized activity using intelligent analysis of logs and events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amazon GuardDuty
Target entity description: Amazon GuardDuty is a managed threat detection service that continuously monitors AWS accounts, workloads, and data for malicious or unauthorized activity using intelligent analysis of logs and events.
  • A. Oracle Cloud Guard
    Oracle Cloud Guard is a security and compliance monitoring service for Oracle Cloud Infrastructure that continuously detects misconfigurations and threats and helps automate remediation.
  • B. Google cloud security intelligence
    Google Cloud Security Intelligence is Google’s cloud-based threat detection and analysis platform that powers security features such as malware and abuse protection across Google services.
  • C. AWS Firewall Manager
    AWS Firewall Manager is a security management service that centrally configures and manages firewall rules and protections across multiple AWS accounts and resources.
  • D. Alibaba Cloud Security Center
    Alibaba Cloud Security Center is a cloud-native security platform that provides threat detection, vulnerability management, and protection for workloads running on Alibaba Cloud.
  • E. 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.
  • 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.