Triple
T21169953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PeopleTools |
E521664
|
entity |
| Predicate | includesComponent |
P1393
|
FINISHED |
| Object |
Process Scheduler
Process Scheduler is a PeopleTools component that manages, schedules, and executes batch and background processes within Oracle PeopleSoft applications.
|
E1470327
|
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: Process Scheduler | Statement: [PeopleTools, includesComponent, Process Scheduler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Process Scheduler Context triple: [PeopleTools, includesComponent, Process Scheduler]
-
A.
Process Manager
The Process Manager is an operating system component responsible for creating, scheduling, and terminating processes while coordinating their execution on the CPU.
-
B.
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.
-
C.
Task Scheduler (via System Agent)
Task Scheduler (via System Agent) is a Windows 95 utility that automatically runs programs and maintenance tasks at scheduled times through the System Agent interface.
-
D.
z/OS scheduler
The z/OS scheduler is a core component of IBM's mainframe operating system that manages the initiation, prioritization, and execution of batch jobs and system tasks across system resources.
-
E.
ULE scheduler
ULE scheduler is FreeBSD’s modern multiprocessor-aware CPU scheduler designed to improve responsiveness and scalability on contemporary hardware.
- 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: Process Scheduler Triple: [PeopleTools, includesComponent, Process Scheduler]
Generated description
Process Scheduler is a PeopleTools component that manages, schedules, and executes batch and background processes within Oracle PeopleSoft applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Process Scheduler Target entity description: Process Scheduler is a PeopleTools component that manages, schedules, and executes batch and background processes within Oracle PeopleSoft applications.
-
A.
Process Manager
The Process Manager is an operating system component responsible for creating, scheduling, and terminating processes while coordinating their execution on the CPU.
-
B.
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.
-
C.
Task Scheduler (via System Agent)
Task Scheduler (via System Agent) is a Windows 95 utility that automatically runs programs and maintenance tasks at scheduled times through the System Agent interface.
-
D.
z/OS scheduler
The z/OS scheduler is a core component of IBM's mainframe operating system that manages the initiation, prioritization, and execution of batch jobs and system tasks across system resources.
-
E.
ULE scheduler
ULE scheduler is FreeBSD’s modern multiprocessor-aware CPU scheduler designed to improve responsiveness and scalability on contemporary hardware.
- 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_69e0b50e30748190b186824a206d39b9 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e72711be9481909f16107b71d3500a |
completed | April 21, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a097573a08481909695019432940d39 |
completed | May 17, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a09764338fc8190be908a6fa9457d18 |
completed | May 17, 2026, 8:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0978016f188190b8e2d2c7b1b01977 |
completed | May 17, 2026, 8:10 a.m. |
Created at: April 16, 2026, 3 p.m.