Triple
T17561566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dataflow worker |
E427704
|
entity |
| Predicate | uses |
P98
|
FINISHED |
| Object | Dataflow SDK worker harness |
—
|
NE NERFINISHED |
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: Dataflow SDK worker harness | Statement: [Dataflow worker, uses, Dataflow SDK worker harness]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dataflow SDK worker harness Context triple: [Dataflow worker, uses, Dataflow SDK worker harness]
-
A.
Dataflow worker
chosen
A Dataflow worker is a compute instance in Google Cloud Dataflow that executes the parallel processing tasks of a data pipeline.
-
B.
Argo Workflows
Argo Workflows is a Kubernetes-native workflow engine for orchestrating complex container-based jobs and CI/CD pipelines using declarative YAML.
-
C.
Google Cloud Dataflow
Google Cloud Dataflow is a fully managed service for developing and executing batch and streaming data processing pipelines, based on Apache Beam, within the Google Cloud ecosystem.
-
D.
Cloudflare Workers
Cloudflare Workers is a serverless computing platform that lets developers run JavaScript and other code at Cloudflare’s edge network to build fast, scalable applications without managing infrastructure.
-
E.
Worklet
Worklet is a lightweight, specialized JavaScript execution context in web browsers designed for running isolated, high-performance tasks such as audio processing, layout, or animation off the main thread.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e456274c888190ac80402e391674dd |
completed | April 19, 2026, 4:12 a.m. |
Created at: April 10, 2026, 5:50 a.m.