Triple
T21169762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Enterprise Performance Management Cloud |
E521660
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Oracle Strategic Workforce Planning Cloud
Oracle Strategic Workforce Planning Cloud is a cloud-based application that helps organizations forecast, model, and optimize their workforce needs in alignment with strategic business and financial plans.
|
E1469845
|
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 Strategic Workforce Planning Cloud | Statement: [Oracle Enterprise Performance Management Cloud, hasComponent, Oracle Strategic Workforce Planning Cloud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Strategic Workforce Planning Cloud Context triple: [Oracle Enterprise Performance Management Cloud, hasComponent, Oracle Strategic Workforce Planning Cloud]
-
A.
Oracle HCM Cloud
Oracle HCM Cloud is a comprehensive cloud-based human capital management suite that supports core HR, talent management, payroll, and workforce analytics for enterprises.
-
B.
ADP Vantage HCM
ADP Vantage HCM is an enterprise-level human capital management software platform from ADP that integrates HR, payroll, benefits, talent management, and workforce analytics for large organizations.
-
C.
UltiPro
UltiPro is a cloud-based human capital management (HCM) and payroll software platform designed to help organizations manage HR, talent, time, and compensation processes.
-
D.
Kronos Workforce Dimensions
Kronos Workforce Dimensions is a cloud-based workforce management and human capital management suite designed to help organizations optimize scheduling, timekeeping, and labor analytics.
-
E.
Zoho People
Zoho People is a cloud-based human resources management software solution designed to help organizations manage employee data, attendance, leave, performance, and other HR processes.
- 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 Strategic Workforce Planning Cloud Triple: [Oracle Enterprise Performance Management Cloud, hasComponent, Oracle Strategic Workforce Planning Cloud]
Generated description
Oracle Strategic Workforce Planning Cloud is a cloud-based application that helps organizations forecast, model, and optimize their workforce needs in alignment with strategic business and financial plans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Strategic Workforce Planning Cloud Target entity description: Oracle Strategic Workforce Planning Cloud is a cloud-based application that helps organizations forecast, model, and optimize their workforce needs in alignment with strategic business and financial plans.
-
A.
Oracle HCM Cloud
Oracle HCM Cloud is a comprehensive cloud-based human capital management suite that supports core HR, talent management, payroll, and workforce analytics for enterprises.
-
B.
ADP Vantage HCM
ADP Vantage HCM is an enterprise-level human capital management software platform from ADP that integrates HR, payroll, benefits, talent management, and workforce analytics for large organizations.
-
C.
UltiPro
UltiPro is a cloud-based human capital management (HCM) and payroll software platform designed to help organizations manage HR, talent, time, and compensation processes.
-
D.
Kronos Workforce Dimensions
Kronos Workforce Dimensions is a cloud-based workforce management and human capital management suite designed to help organizations optimize scheduling, timekeeping, and labor analytics.
-
E.
Zoho People
Zoho People is a cloud-based human resources management software solution designed to help organizations manage employee data, attendance, leave, performance, and other HR processes.
- 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_69e0b50e30748190b186824a206d39b9 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e72711be9481909f16107b71d3500a |
completed | April 21, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0975716e78819095e4ba54fbf78809 |
completed | May 17, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a09761477c481909c1c6e557a265360 |
completed | May 17, 2026, 8:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09768230a481908cc04374ed49f34d |
completed | May 17, 2026, 8:04 a.m. |
Created at: April 16, 2026, 3 p.m.