Triple
T8093947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apache Flink |
E188935
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
TaskManager
TaskManager is a core Apache Flink runtime component responsible for executing tasks, managing their resources, and handling data exchange between parallel processing units.
|
E711829
|
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: TaskManager | Statement: [Apache Flink, hasComponent, TaskManager]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TaskManager Context triple: [Apache Flink, hasComponent, TaskManager]
-
A.
Task Manager
Task Manager is a built-in Windows utility that lets users monitor and manage running applications, processes, and system performance.
-
B.
Task View
Task View is a Windows 10 interface that lets users see and manage all open windows and virtual desktops for easier multitasking.
-
C.
Scheduler
Scheduler is a core RxJS abstraction that controls when and how observable notifications are executed, enabling precise management of concurrency and timing in reactive streams.
-
D.
Google Tasks
Google Tasks is a simple to-do list and task management service by Google that lets users create, organize, and track tasks across Google’s productivity apps.
-
E.
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.
- 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: TaskManager Triple: [Apache Flink, hasComponent, TaskManager]
Generated description
TaskManager is a core Apache Flink runtime component responsible for executing tasks, managing their resources, and handling data exchange between parallel processing units.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TaskManager Target entity description: TaskManager is a core Apache Flink runtime component responsible for executing tasks, managing their resources, and handling data exchange between parallel processing units.
-
A.
Task Manager
Task Manager is a built-in Windows utility that lets users monitor and manage running applications, processes, and system performance.
-
B.
Task View
Task View is a Windows 10 interface that lets users see and manage all open windows and virtual desktops for easier multitasking.
-
C.
Scheduler
Scheduler is a core RxJS abstraction that controls when and how observable notifications are executed, enabling precise management of concurrency and timing in reactive streams.
-
D.
Google Tasks
Google Tasks is a simple to-do list and task management service by Google that lets users create, organize, and track tasks across Google’s productivity apps.
-
E.
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.
- 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.