Triple
T5101437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Payroll |
E114987
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Oracle Benefits
Oracle Benefits is a cloud-based benefits administration solution within the Oracle HCM suite that manages employee eligibility, enrollment, and coverage for health, retirement, and other benefit programs.
|
E494473
|
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: Oracle Benefits | Statement: [Oracle Payroll, integratesWith, Oracle Benefits]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Benefits Context triple: [Oracle Payroll, integratesWith, Oracle Benefits]
-
A.
Oracle Health
Oracle Health is a healthcare technology division of Oracle that provides electronic health records and data-driven solutions to improve clinical, operational, and patient outcomes.
-
B.
Oracle Payroll
Oracle Payroll is an enterprise payroll management application within Oracle’s business software ecosystem that automates payroll processing, compliance, and reporting for organizations.
-
C.
Oracle Fusion Applications
Oracle Fusion Applications is a suite of cloud-based enterprise business applications that integrates ERP, HCM, CRM, and other functions on a unified platform.
-
D.
Oracle Projects
Oracle Projects is a project management and accounting application within Oracle E-Business Suite that supports planning, tracking, costing, and billing of projects.
-
E.
PeopleSoft
PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
- 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: Oracle Benefits Triple: [Oracle Payroll, integratesWith, Oracle Benefits]
Generated description
Oracle Benefits is a cloud-based benefits administration solution within the Oracle HCM suite that manages employee eligibility, enrollment, and coverage for health, retirement, and other benefit programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Benefits Target entity description: Oracle Benefits is a cloud-based benefits administration solution within the Oracle HCM suite that manages employee eligibility, enrollment, and coverage for health, retirement, and other benefit programs.
-
A.
Oracle Health
Oracle Health is a healthcare technology division of Oracle that provides electronic health records and data-driven solutions to improve clinical, operational, and patient outcomes.
-
B.
Oracle Payroll
Oracle Payroll is an enterprise payroll management application within Oracle’s business software ecosystem that automates payroll processing, compliance, and reporting for organizations.
-
C.
Oracle Fusion Applications
Oracle Fusion Applications is a suite of cloud-based enterprise business applications that integrates ERP, HCM, CRM, and other functions on a unified platform.
-
D.
Oracle Projects
Oracle Projects is a project management and accounting application within Oracle E-Business Suite that supports planning, tracking, costing, and billing of projects.
-
E.
PeopleSoft
PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
- 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_69bd4440b3348190be1251fd8b7951f1 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7584ed408190a6d1086588f24faa |
completed | March 20, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba8d24388190882b9933a2a798c4 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebbe7e8e081909814e97001f8cf89 |
completed | March 21, 2026, 3:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebd33f25c8190a5d9b78ef71847e3 |
completed | March 21, 2026, 3:45 p.m. |
Created at: March 20, 2026, 1:40 p.m.