Triple

T4600206
Position Surface form Disambiguated ID Type / Status
Subject Google Cloud Dataproc E100303 entity
Predicate integratesWith P1075 FINISHED
Object Cloud Composer
Cloud Composer is Google Cloud’s fully managed workflow orchestration service based on Apache Airflow, used to author, schedule, and monitor complex data and pipeline workflows across cloud and on-premises environments.
 E459734 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: Cloud Composer | Statement: [Google Cloud Dataproc, integratesWith, Cloud Composer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cloud Composer
Context triple: [Google Cloud Dataproc, integratesWith, Cloud Composer]
  • A. 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.
  • B. Cloud Deploy
    Cloud Deploy is Google Cloud’s managed continuous delivery service for automating and managing application releases to various deployment targets such as Kubernetes clusters.
  • C. Cloud Functions
    Cloud Functions is Google Cloud’s serverless compute platform for running event-driven code without managing servers.
  • D. Cloud Build
    Cloud Build is Google Cloud’s fully managed continuous integration and delivery (CI/CD) service for building, testing, and deploying applications at scale.
  • E. Cloud Foundry
    Cloud Foundry is an open-source, multi-cloud application platform-as-a-service (PaaS) that automates the deployment, scaling, and management of cloud-native applications.
  • 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: Cloud Composer
Triple: [Google Cloud Dataproc, integratesWith, Cloud Composer]
Generated description
Cloud Composer is Google Cloud’s fully managed workflow orchestration service based on Apache Airflow, used to author, schedule, and monitor complex data and pipeline workflows across cloud and on-premises environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cloud Composer
Target entity description: Cloud Composer is Google Cloud’s fully managed workflow orchestration service based on Apache Airflow, used to author, schedule, and monitor complex data and pipeline workflows across cloud and on-premises environments.
  • A. 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.
  • B. Cloud Deploy
    Cloud Deploy is Google Cloud’s managed continuous delivery service for automating and managing application releases to various deployment targets such as Kubernetes clusters.
  • C. Cloud Functions
    Cloud Functions is Google Cloud’s serverless compute platform for running event-driven code without managing servers.
  • D. Cloud Build
    Cloud Build is Google Cloud’s fully managed continuous integration and delivery (CI/CD) service for building, testing, and deploying applications at scale.
  • E. Cloud Foundry
    Cloud Foundry is an open-source, multi-cloud application platform-as-a-service (PaaS) that automates the deployment, scaling, and management of cloud-native applications.
  • 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_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.
NEDg Description generation batch_69bdfb37b1448190a4001b9ed2b79012 completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfc0e456c81908efa3858d981ccc0 completed March 21, 2026, 2:01 a.m.
Created at: March 20, 2026, 1:11 p.m.