Triple
T5452115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PeopleCode |
E122392
|
entity |
| Predicate | tightlyIntegratedWith |
P15157
|
FINISHED |
| Object |
PeopleTools
PeopleTools is Oracle's development and runtime framework for building, customizing, and managing PeopleSoft enterprise applications.
|
E521664
|
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: PeopleTools | Statement: [PeopleCode, tightlyIntegratedWith, PeopleTools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PeopleTools Context triple: [PeopleCode, tightlyIntegratedWith, PeopleTools]
-
A.
HRMS
HRMS is the commonly used abbreviation for Holly Ridge Middle School, an educational institution serving middle-grade students.
-
B.
PeopleSoft
PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
-
C.
Workday
Workday is a cloud-based enterprise software company best known for its human capital management and financial management applications used by large organizations worldwide.
-
D.
People Hub
People Hub is a central contact and social networking hub in Windows Phone that aggregates contacts, social feeds, and communication history into a unified interface.
-
E.
PeopleCode
PeopleCode is an object-oriented, proprietary programming language used to customize and extend Oracle’s 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: PeopleTools Triple: [PeopleCode, tightlyIntegratedWith, PeopleTools]
Generated description
PeopleTools is Oracle's development and runtime framework for building, customizing, and managing PeopleSoft enterprise applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PeopleTools Target entity description: PeopleTools is Oracle's development and runtime framework for building, customizing, and managing PeopleSoft enterprise applications.
-
A.
HRMS
HRMS is the commonly used abbreviation for Holly Ridge Middle School, an educational institution serving middle-grade students.
-
B.
PeopleSoft
PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
-
C.
Workday
Workday is a cloud-based enterprise software company best known for its human capital management and financial management applications used by large organizations worldwide.
-
D.
People Hub
People Hub is a central contact and social networking hub in Windows Phone that aggregates contacts, social feeds, and communication history into a unified interface.
-
E.
PeopleCode
PeopleCode is an object-oriented, proprietary programming language used to customize and extend Oracle’s PeopleSoft enterprise applications.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: tightlyIntegratedWith Context triple: [PeopleCode, tightlyIntegratedWith, PeopleTools]
-
A.
integratedIn
chosen
Indicates that one entity is incorporated as a component or part within a larger system, structure, or context represented by another entity.
-
B.
integratedFrom
Indicates that something has been formed or constructed by combining or incorporating elements originating from another source.
-
C.
integratedStructure
Indicates that multiple components are combined into a single, cohesive structure that functions as an integrated whole.
-
D.
sociallyIntegratedWith
Indicates that two entities are connected through meaningful social relationships, interactions, or participation within the same social context or community.
-
E.
integrates
Indicates that one entity combines or brings together another entity or set of entities into a unified, functioning whole.
- 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_69bd46424248819085282ddf50a565f3 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd95be329c81908783420cf81b6af5 |
completed | March 20, 2026, 6:45 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. |
| PD | Predicate disambiguation | batch_69bd919e8d18819098c4af6a015e5cc2 |
completed | March 20, 2026, 6:27 p.m. |
Created at: March 20, 2026, 2:08 p.m.