Triple
T4600209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Google Cloud Dataproc |
E100303
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | Cloud KMS |
E184220
|
NE FINISHED |
How this triple was built (2 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: Cloud KMS | Statement: [Google Cloud Dataproc, integratesWith, Cloud KMS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cloud KMS Context triple: [Google Cloud Dataproc, integratesWith, Cloud KMS]
-
A.
Cloud Key Management Service
chosen
Cloud Key Management Service is a Google Cloud offering that lets organizations securely create, manage, and use cryptographic keys for protecting their data and services.
-
B.
AWS Key Management Service
AWS Key Management Service is a managed cloud service that enables users to create, control, and securely use cryptographic keys for protecting data across AWS applications and services.
-
C.
Azure Key Vault
Azure Key Vault is a Microsoft Azure cloud service that securely stores and manages cryptographic keys, secrets, and certificates for protecting applications and data.
-
D.
AWS Secrets Manager
AWS Secrets Manager is a managed cloud service for securely storing, rotating, and managing access to sensitive information such as API keys, passwords, and database credentials.
-
E.
Cloud IAM
Cloud IAM is Google Cloud’s identity and access management service that lets administrators define and enforce who can access specific cloud resources and what actions they can perform.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43cbc014819098b45f435908f88a |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5971f448819090f6e76c7d3ffc2d |
completed | March 20, 2026, 2:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa5a7aac8190b540b80816d55051 |
completed | March 21, 2026, 1:54 a.m. |
Created at: March 20, 2026, 1:11 p.m.