Triple
T17561556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dataflow worker |
E427704
|
entity |
| Predicate | managedBy |
P86
|
FINISHED |
| Object | Dataflow service |
—
|
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 service | Statement: [Dataflow worker, managedBy, Dataflow service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dataflow service Context triple: [Dataflow worker, managedBy, Dataflow service]
-
A.
ONESOURCE DataFlow
ONESOURCE DataFlow is a module within Thomson Reuters' ONESOURCE tax platform that automates and manages the flow, transformation, and integration of tax-related data across systems.
-
B.
Power BI Service dataflows
Power BI Service dataflows are cloud-based, reusable data preparation and transformation pipelines in Power BI that centralize and standardize data for use across multiple reports and datasets.
-
C.
Google Cloud Dataflow
chosen
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.
Microsoft Dataverse dataflows
Microsoft Dataverse dataflows are cloud-based ETL processes that let users connect to, transform, and load data from various sources into Dataverse for use in Power Apps, Power BI, and other Microsoft Power Platform services.
-
E.
Data Distribution Service
Data Distribution Service is a real-time publish–subscribe middleware standard defined by the Object Management Group for scalable, high-performance data exchange in distributed systems.
- 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.