Triple
T4600207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Google Cloud Dataproc |
E100303
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | Cloud IAM |
E184219
|
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 IAM | Statement: [Google Cloud Dataproc, integratesWith, Cloud IAM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cloud IAM Context triple: [Google Cloud Dataproc, integratesWith, Cloud IAM]
-
A.
Cloud IAM
chosen
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.
-
B.
Cloud Key Management Service
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.
-
C.
AWS Identity and Access Management
AWS Identity and Access Management is a security service that enables you to securely control and fine-tune user and programmatic access to AWS resources through policies, roles, and permissions.
-
D.
Google Cloud
Google Cloud is Alphabet Inc.'s cloud computing platform offering infrastructure, platform, and software services for building, deploying, and scaling applications and data solutions.
-
E.
AWS Management and Governance services
AWS Management and Governance services are a suite of tools from Amazon Web Services that help customers monitor, manage, secure, and optimize their cloud resources and applications at scale.
- 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.