Triple
T18705424
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache Airflow |
E457354
|
entity |
| Predicate | feature |
P374
|
FINISHED |
| Object |
LocalExecutor
LocalExecutor is an Apache Airflow execution backend that runs tasks in parallel as separate local processes on a single machine.
|
E1339009
|
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: LocalExecutor | Statement: [Apache Airflow, feature, LocalExecutor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LocalExecutor Context triple: [Apache Airflow, feature, LocalExecutor]
-
A.
WorkManager
WorkManager is an Android Jetpack library that provides a robust, battery- and system-aware API for scheduling and managing deferrable background work.
-
B.
PortableRunner
PortableRunner is an Apache Beam runner that executes Beam pipelines in a portable, cross-language way by communicating with external execution environments via the Beam portability framework.
-
C.
JobManager
JobManager is the central coordination component in Apache Flink responsible for managing job execution, resource allocation, and task scheduling across the cluster.
-
D.
ApplicationMaster
ApplicationMaster is the per-application coordinator in Hadoop YARN responsible for managing an application's lifecycle, resource requests, and task execution.
-
E.
Workload Manager
Workload Manager is a system or software component that monitors, prioritizes, and allocates computing resources to different tasks or applications to optimize overall performance and efficiency.
- 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: LocalExecutor Triple: [Apache Airflow, feature, LocalExecutor]
Generated description
LocalExecutor is an Apache Airflow execution backend that runs tasks in parallel as separate local processes on a single machine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LocalExecutor Target entity description: LocalExecutor is an Apache Airflow execution backend that runs tasks in parallel as separate local processes on a single machine.
-
A.
WorkManager
WorkManager is an Android Jetpack library that provides a robust, battery- and system-aware API for scheduling and managing deferrable background work.
-
B.
PortableRunner
PortableRunner is an Apache Beam runner that executes Beam pipelines in a portable, cross-language way by communicating with external execution environments via the Beam portability framework.
-
C.
JobManager
JobManager is the central coordination component in Apache Flink responsible for managing job execution, resource allocation, and task scheduling across the cluster.
-
D.
ApplicationMaster
ApplicationMaster is the per-application coordinator in Hadoop YARN responsible for managing an application's lifecycle, resource requests, and task execution.
-
E.
Workload Manager
Workload Manager is a system or software component that monitors, prioritizes, and allocates computing resources to different tasks or applications to optimize overall performance and efficiency.
- 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_69d8d392aad081909fe31aa03e6e97d1 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5671665bc8190b9b4a4ce4ec5b2eb |
completed | April 19, 2026, 11:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a052b3a95888190b09328d459164071 |
completed | May 14, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_6a052dec70cc8190b66909ce6225b2bb |
completed | May 14, 2026, 2:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a052edba614819084d818fe1cc84ca4 |
completed | May 14, 2026, 2:09 a.m. |
Created at: April 10, 2026, 11:49 a.m.