Triple
T19209328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Automatic Data Processing |
E480315
|
entity |
| Predicate | hasProduct |
P3585
|
FINISHED |
| Object | ADP Vantage HCM |
—
|
NE NERFINISHED |
How this triple was built (3 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: ADP Vantage HCM | Statement: [Automatic Data Processing, hasProduct, ADP Vantage HCM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ADP Vantage HCM Context triple: [Automatic Data Processing, hasProduct, ADP Vantage HCM]
-
A.
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.
-
B.
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.
-
C.
HRMS
HRMS is the commonly used abbreviation for Holly Ridge Middle School, an educational institution serving middle-grade students.
-
D.
Paycom
Paycom is a U.S.-based software company that provides cloud-based payroll and human capital management solutions to businesses.
-
E.
UKG Workforce Central (legacy)
UKG Workforce Central (legacy) is an older, comprehensive workforce management software suite used by organizations to handle timekeeping, scheduling, and labor management.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ADP Vantage HCM Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
HRMS
HRMS is the commonly used abbreviation for Holly Ridge Middle School, an educational institution serving middle-grade students.
-
D.
Paycom
Paycom is a U.S.-based software company that provides cloud-based payroll and human capital management solutions to businesses.
-
E.
UKG Workforce Central (legacy)
UKG Workforce Central (legacy) is an older, comprehensive workforce management software suite used by organizations to handle timekeeping, scheduling, and labor management.
- F. None of above. chosen
Provenance (2 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_69d8e8cb8c348190b52075823911c869 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5f9a000188190afb762ea24bc3deb |
completed | April 20, 2026, 10:02 a.m. |
Created at: April 10, 2026, 1:20 p.m.