Triple

T21169927
Position Surface form Disambiguated ID Type / Status
Subject PeopleSoft Process Scheduler E521663 entity
Predicate communicatesWith P19362 FINISHED
Object PeopleSoft application server — NE NERFINISHED

How this triple was built (3 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.
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 (2 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.
Created at: April 16, 2026, 3 p.m.