Triple

T17561368
Position Surface form Disambiguated ID Type / Status
Subject Apache Beam E427701 entity
Predicate supportsRunner P127972 FINISHED
Object DirectRunner — NE NERFINISHED

How this triple was built (3 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: DirectRunner | Statement: [Apache Beam, supportsRunner, DirectRunner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DirectRunner
Context triple: [Apache Beam, supportsRunner, DirectRunner]
  • A. Mono runtime
    Mono runtime is an open-source implementation of Microsoft’s .NET framework that enables cross-platform execution of .NET applications on systems such as Linux, macOS, and mobile devices.
  • B. 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.
  • C. Apache Beam
    Apache Beam is an open-source unified programming model for defining and executing batch and streaming data processing pipelines across multiple execution engines.
  • D. Apache Gobblin
    Apache Gobblin is an open-source distributed data integration framework designed for large-scale data ingestion, replication, and lifecycle management across diverse data sources and sinks.
  • E. Horovod
    Horovod is an open-source distributed deep learning framework designed to make training models across multiple GPUs and machines fast and easy.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DirectRunner
Target entity description: DirectRunner is Apache Beam’s local, in-memory runner used primarily for development, testing, and debugging Beam pipelines without requiring an external distributed processing engine.
  • A. Mono runtime
    Mono runtime is an open-source implementation of Microsoft’s .NET framework that enables cross-platform execution of .NET applications on systems such as Linux, macOS, and mobile devices.
  • B. 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.
  • C. Apache Beam chosen
    Apache Beam is an open-source unified programming model for defining and executing batch and streaming data processing pipelines across multiple execution engines.
  • D. Apache Gobblin
    Apache Gobblin is an open-source distributed data integration framework designed for large-scale data ingestion, replication, and lifecycle management across diverse data sources and sinks.
  • E. Horovod
    Horovod is an open-source distributed deep learning framework designed to make training models across multiple GPUs and machines fast and easy.
  • F. None of above.

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.