Triple
T21169958
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PeopleTools |
E521664
|
entity |
| Predicate | includesComponent |
P1393
|
FINISHED |
| Object |
PeopleSoft Change Assistant
PeopleSoft Change Assistant is an Oracle PeopleSoft utility that streamlines and automates the application of updates, patches, and maintenance to PeopleSoft environments.
|
E1470330
|
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: PeopleSoft Change Assistant | Statement: [PeopleTools, includesComponent, PeopleSoft Change Assistant]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PeopleSoft Change Assistant Context triple: [PeopleTools, includesComponent, PeopleSoft Change Assistant]
-
A.
PeopleSoft Component Interface
PeopleSoft Component Interface is an integration object in PeopleSoft that exposes component-level business logic and data for programmatic access by tools like PeopleCode and external systems.
-
B.
PeopleSoft Process Scheduler
PeopleSoft Process Scheduler is a server-side component of the PeopleSoft platform that manages, schedules, and executes batch processes and reports such as SQRs, Application Engine programs, and COBOL jobs.
-
C.
PeopleSoft
PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
-
D.
PeopleCode
PeopleCode is an object-oriented, proprietary programming language used to customize and extend Oracle’s PeopleSoft enterprise applications.
-
E.
PeopleTools
PeopleTools is Oracle's development and runtime framework for building, customizing, and managing PeopleSoft enterprise applications.
- 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: PeopleSoft Change Assistant Triple: [PeopleTools, includesComponent, PeopleSoft Change Assistant]
Generated description
PeopleSoft Change Assistant is an Oracle PeopleSoft utility that streamlines and automates the application of updates, patches, and maintenance to PeopleSoft environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PeopleSoft Change Assistant Target entity description: PeopleSoft Change Assistant is an Oracle PeopleSoft utility that streamlines and automates the application of updates, patches, and maintenance to PeopleSoft environments.
-
A.
PeopleSoft Component Interface
PeopleSoft Component Interface is an integration object in PeopleSoft that exposes component-level business logic and data for programmatic access by tools like PeopleCode and external systems.
-
B.
PeopleSoft Process Scheduler
PeopleSoft Process Scheduler is a server-side component of the PeopleSoft platform that manages, schedules, and executes batch processes and reports such as SQRs, Application Engine programs, and COBOL jobs.
-
C.
PeopleSoft
PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
-
D.
PeopleCode
PeopleCode is an object-oriented, proprietary programming language used to customize and extend Oracle’s PeopleSoft enterprise applications.
-
E.
PeopleTools
PeopleTools is Oracle's development and runtime framework for building, customizing, and managing PeopleSoft enterprise applications.
- 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.