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.