Triple
T5452141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PeopleCode |
E122392
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
PeopleSoft Query
PeopleSoft Query is a PeopleSoft tool that lets users create and run ad hoc SQL-based reports and data extracts through a graphical, non-programmatic interface.
|
E21777
|
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 Query | Statement: [PeopleCode, relatedTo, PeopleSoft Query]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PeopleSoft Query Context triple: [PeopleCode, relatedTo, PeopleSoft Query]
-
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.
PeopleCode
PeopleCode is an object-oriented, proprietary programming language used to customize and extend Oracle’s PeopleSoft enterprise applications.
-
C.
JD Edwards
JD Edwards is an enterprise resource planning (ERP) software suite, originally developed by JD Edwards & Company and now owned by Oracle, used by businesses to manage finance, manufacturing, distribution, and other core operations.
-
D.
Siebel
Siebel is a surname most prominently associated with Jennifer Siebel Newsom, an American documentary filmmaker and the First Partner of California.
-
E.
Oracle Forms
Oracle Forms is a long-standing Oracle development tool for building and deploying data-intensive, form-based applications that run against Oracle databases.
- 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 Query Triple: [PeopleCode, relatedTo, PeopleSoft Query]
Generated description
PeopleSoft Query is a PeopleSoft tool that lets users create and run ad hoc SQL-based reports and data extracts through a graphical, non-programmatic interface.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PeopleSoft Query Target entity description: PeopleSoft Query is a PeopleSoft tool that lets users create and run ad hoc SQL-based reports and data extracts through a graphical, non-programmatic interface.
-
A.
PeopleSoft
chosen
PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
-
B.
PeopleCode
PeopleCode is an object-oriented, proprietary programming language used to customize and extend Oracle’s PeopleSoft enterprise applications.
-
C.
JD Edwards
JD Edwards is an enterprise resource planning (ERP) software suite, originally developed by JD Edwards & Company and now owned by Oracle, used by businesses to manage finance, manufacturing, distribution, and other core operations.
-
D.
Siebel
Siebel is a surname most prominently associated with Jennifer Siebel Newsom, an American documentary filmmaker and the First Partner of California.
-
E.
Oracle Forms
Oracle Forms is a long-standing Oracle development tool for building and deploying data-intensive, form-based applications that run against Oracle databases.
- F. None of above.
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_69bd46424248819085282ddf50a565f3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91dfec248190af6f9c793a99c34c |
completed | March 20, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf413d25008190b100c8297d6063b1 |
completed | March 22, 2026, 1:09 a.m. |
| NEDg | Description generation | batch_69bf4535298081909a685913e04e1f30 |
completed | March 22, 2026, 1:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4588353c8190b86cd968716e945c |
completed | March 22, 2026, 1:27 a.m. |
Created at: March 20, 2026, 2:08 p.m.