Triple
T1009020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PeopleSoft |
E21777
|
entity |
| Predicate | programmingLanguageUsed |
P1592
|
FINISHED |
| Object |
PeopleCode
PeopleCode is an object-oriented, proprietary programming language used to customize and extend Oracle’s PeopleSoft enterprise applications.
|
E122392
|
NE FINISHED |
How this triple was built (5 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: PeopleCode | Statement: [PeopleSoft, programmingLanguageUsed, PeopleCode]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PeopleCode Context triple: [PeopleSoft, programmingLanguageUsed, PeopleCode]
-
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.
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.
-
C.
LotusScript
LotusScript is an object-oriented, BASIC-like scripting language primarily used for automating and extending IBM Lotus Notes and Domino applications.
-
D.
Siebel
Siebel is a surname most prominently associated with Jennifer Siebel Newsom, an American documentary filmmaker and the First Partner of California.
-
E.
Jasper Technologies
Jasper Technologies is a cloud-based Internet of Things (IoT) platform provider known for enabling companies to manage and monetize connected devices and 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: PeopleCode Triple: [PeopleSoft, programmingLanguageUsed, PeopleCode]
Generated description
PeopleCode is an object-oriented, proprietary programming language used to customize and extend Oracle’s PeopleSoft enterprise applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PeopleCode Target entity description: PeopleCode is an object-oriented, proprietary programming language used to customize and extend Oracle’s PeopleSoft enterprise applications.
-
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.
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.
-
C.
LotusScript
LotusScript is an object-oriented, BASIC-like scripting language primarily used for automating and extending IBM Lotus Notes and Domino applications.
-
D.
Siebel
Siebel is a surname most prominently associated with Jennifer Siebel Newsom, an American documentary filmmaker and the First Partner of California.
-
E.
Jasper Technologies
Jasper Technologies is a cloud-based Internet of Things (IoT) platform provider known for enabling companies to manage and monetize connected devices and services.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: programmingLanguageUsed Context triple: [PeopleSoft, programmingLanguageUsed, PeopleCode]
-
A.
programmingLanguage
chosen
Indicates that one entity is a programming language used to create, control, or interact with the other entity.
-
B.
programmingIncludes
Indicates that one programming-related entity contains, incorporates, or makes use of another as a part, feature, or component.
-
C.
usedByProgrammingLanguages
Indicates that something (such as a tool, library, paradigm, or feature) is employed or utilized by one or more programming languages.
-
D.
languageOfCode
Indicates that a programming code artifact is written in, or uses, a particular programming language.
-
E.
programUsed
Indicates that a particular program, software, or application was employed or utilized in performing an action or achieving a result.
- F. None of above.
Provenance (6 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_69a493c53e648190ae8cb76c433fd9a7 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7f4c66c8190b6098fb72c1465a3 |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3ba9406c81909a13375fea05ee99 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3c0491788190b6a1f6d80c4b26ce |
completed | March 7, 2026, 2:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3cbb30d081909759df25c21eb275 |
completed | March 7, 2026, 2:56 p.m. |
| PD | Predicate disambiguation | batch_69a4b7203124819091de68cba5f731c1 |
completed | March 1, 2026, 10:01 p.m. |
Created at: March 1, 2026, 7:41 p.m.