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.