Triple
T8093946
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache Flink |
E188935
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
JobManager
JobManager is the central coordination component in Apache Flink responsible for managing job execution, resource allocation, and task scheduling across the cluster.
|
E711828
|
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: JobManager | Statement: [Apache Flink, hasComponent, JobManager]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: JobManager Context triple: [Apache Flink, hasComponent, JobManager]
-
A.
ResourceManager
ResourceManager is the central YARN component responsible for managing cluster resources and scheduling application workloads across nodes.
-
B.
Workspace Manager
Workspace Manager was the graphical file management and application launching environment in NeXTSTEP, providing users with a central interface for organizing and interacting with their system.
-
C.
Task Manager
Task Manager is a built-in Windows utility that lets users monitor and manage running applications, processes, and system performance.
-
D.
Jobing.com Arena
Jobing.com Arena is a multi-purpose indoor arena in Glendale, Arizona, best known as the former home of the NHL’s Arizona Coyotes and a major venue for concerts and sporting events.
-
E.
Works Progress Administration
The Works Progress Administration was a New Deal agency that provided millions of jobs during the Great Depression by funding public works and arts projects across the United States.
- 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: JobManager Triple: [Apache Flink, hasComponent, JobManager]
Generated description
JobManager is the central coordination component in Apache Flink responsible for managing job execution, resource allocation, and task scheduling across the cluster.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: JobManager Target entity description: JobManager is the central coordination component in Apache Flink responsible for managing job execution, resource allocation, and task scheduling across the cluster.
-
A.
ResourceManager
ResourceManager is the central YARN component responsible for managing cluster resources and scheduling application workloads across nodes.
-
B.
Workspace Manager
Workspace Manager was the graphical file management and application launching environment in NeXTSTEP, providing users with a central interface for organizing and interacting with their system.
-
C.
Task Manager
Task Manager is a built-in Windows utility that lets users monitor and manage running applications, processes, and system performance.
-
D.
Jobing.com Arena
Jobing.com Arena is a multi-purpose indoor arena in Glendale, Arizona, best known as the former home of the NHL’s Arizona Coyotes and a major venue for concerts and sporting events.
-
E.
Works Progress Administration
The Works Progress Administration was a New Deal agency that provided millions of jobs during the Great Depression by funding public works and arts projects across the United States.
- 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_69ca82b7b3e88190b9041ab0ef28b3cb |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb429089cc81909e4625f9cc7e305f |
completed | March 31, 2026, 3:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc64112138819096050975d707d8ee |
completed | April 1, 2026, 12:17 a.m. |
| NEDg | Description generation | batch_69cc68647cec81909736383fbe73d2e8 |
completed | April 1, 2026, 12:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc69b93bbc8190be2338182dd57b17 |
completed | April 1, 2026, 12:41 a.m. |
Created at: March 30, 2026, 5:30 p.m.