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.