Triple
T21169927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PeopleSoft Process Scheduler |
E521663
|
entity |
| Predicate | communicatesWith |
P19362
|
FINISHED |
| Object |
PeopleSoft application server
The PeopleSoft application server is a core middleware component that executes business logic, handles user requests, and manages interactions between the web server, database, and various PeopleSoft tools and services.
|
E1470323
|
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 application server | Statement: [PeopleSoft Process Scheduler, communicatesWith, PeopleSoft application server]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PeopleSoft application server Context triple: [PeopleSoft Process Scheduler, communicatesWith, PeopleSoft application server]
-
A.
PeopleSoft
PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
-
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 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.
-
D.
BEA Systems
BEA Systems was a software company best known for its enterprise middleware and application server products that played a major role in early Java-based web and enterprise computing.
-
E.
Oracle Application Server
Oracle Application Server is a middleware platform from Oracle that provides a Java EE-compliant environment for deploying and managing enterprise applications and web services.
- 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 application server Triple: [PeopleSoft Process Scheduler, communicatesWith, PeopleSoft application server]
Generated description
The PeopleSoft application server is a core middleware component that executes business logic, handles user requests, and manages interactions between the web server, database, and various PeopleSoft tools and services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PeopleSoft application server Target entity description: The PeopleSoft application server is a core middleware component that executes business logic, handles user requests, and manages interactions between the web server, database, and various PeopleSoft tools and services.
-
A.
PeopleSoft
PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
-
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 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.
-
D.
BEA Systems
BEA Systems was a software company best known for its enterprise middleware and application server products that played a major role in early Java-based web and enterprise computing.
-
E.
Oracle Application Server
Oracle Application Server is a middleware platform from Oracle that provides a Java EE-compliant environment for deploying and managing enterprise applications and web services.
- 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.