Triple
T15990093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Byron Deeter |
E387800
|
entity |
| Predicate | boardMemberOf |
P10
|
FINISHED |
| Object |
Cornerstone OnDemand
Cornerstone OnDemand is a cloud-based human capital management and talent development software company that provides learning, performance, and recruiting solutions to organizations worldwide.
|
E1187525
|
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: Cornerstone OnDemand | Statement: [Byron Deeter, boardMemberOf, Cornerstone OnDemand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cornerstone OnDemand Context triple: [Byron Deeter, boardMemberOf, Cornerstone OnDemand]
-
A.
Zenefits
Zenefits is a cloud-based human resources and benefits administration platform that helps small and mid-sized businesses manage payroll, benefits, compliance, and HR processes in one system.
-
B.
Ultimate Software
Ultimate Software was a leading American provider of cloud-based human capital management and payroll software solutions for businesses.
-
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.
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.
-
E.
Gainsight
Gainsight is a customer success and product experience software company known for helping businesses reduce churn, drive expansion, and improve customer retention through data-driven insights and workflows.
- 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: Cornerstone OnDemand Triple: [Byron Deeter, boardMemberOf, Cornerstone OnDemand]
Generated description
Cornerstone OnDemand is a cloud-based human capital management and talent development software company that provides learning, performance, and recruiting solutions to organizations worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cornerstone OnDemand Target entity description: Cornerstone OnDemand is a cloud-based human capital management and talent development software company that provides learning, performance, and recruiting solutions to organizations worldwide.
-
A.
Zenefits
Zenefits is a cloud-based human resources and benefits administration platform that helps small and mid-sized businesses manage payroll, benefits, compliance, and HR processes in one system.
-
B.
Ultimate Software
Ultimate Software was a leading American provider of cloud-based human capital management and payroll software solutions for businesses.
-
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.
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.
-
E.
Gainsight
Gainsight is a customer success and product experience software company known for helping businesses reduce churn, drive expansion, and improve customer retention through data-driven insights and workflows.
- 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_69d86daa562c81908aacc179c0fe8fb5 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e157829ec08190aa4a683e29a0148a |
completed | April 16, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3d2369081909efa2d4addf0cf2d |
completed | May 9, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69ffc45e6ff48190bb7b82adb4161ad0 |
completed | May 9, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffc4cea4108190927b107fc24df597 |
completed | May 9, 2026, 11:35 p.m. |
Created at: April 10, 2026, 4:54 a.m.