Triple

T7931994
Position Surface form Disambiguated ID Type / Status
Subject App Engine E184209 entity
Predicate integratesWith P1075 FINISHED
Object Cloud Tasks
Cloud Tasks is a fully managed Google Cloud service for scheduling, dispatching, and managing asynchronous background tasks at scale.
 E697141 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 Tasks | Statement: [App Engine, integratesWith, Cloud Tasks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cloud Tasks
Context triple: [App Engine, integratesWith, Cloud Tasks]
  • A. Cloud Functions
    Cloud Functions is Google Cloud’s serverless compute platform for running event-driven code without managing servers.
  • B. 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.
  • C. Cloud Run
    Cloud Run is a fully managed serverless compute platform from Google Cloud that runs containerized applications and APIs that scale automatically on demand.
  • D. Function Compute
    Function Compute is Alibaba Cloud’s serverless computing platform that lets developers run code on demand without managing servers.
  • E. 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.
  • 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 Tasks
Triple: [App Engine, integratesWith, Cloud Tasks]
Generated description
Cloud Tasks is a fully managed Google Cloud service for scheduling, dispatching, and managing asynchronous background tasks at scale.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cloud Tasks
Target entity description: Cloud Tasks is a fully managed Google Cloud service for scheduling, dispatching, and managing asynchronous background tasks at scale.
  • A. Cloud Functions
    Cloud Functions is Google Cloud’s serverless compute platform for running event-driven code without managing servers.
  • B. 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.
  • C. Cloud Run
    Cloud Run is a fully managed serverless compute platform from Google Cloud that runs containerized applications and APIs that scale automatically on demand.
  • D. Function Compute
    Function Compute is Alibaba Cloud’s serverless computing platform that lets developers run code on demand without managing servers.
  • E. 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.
  • 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_69ca8290c21c8190906a5ca6fe2b03c4 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3ace87f081908635769942645e78 completed March 31, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c041e588190bfbf251ed88d5bcd completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb5f22f89c8190a98208bf096a2427 completed March 31, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69cb76d2dff8819085ad9e10baad1537 completed March 31, 2026, 7:25 a.m.
Created at: March 30, 2026, 5:07 p.m.