Triple
T3430129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Genesys |
E72316
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Greg Shenkman
Greg Shenkman is a technology entrepreneur best known as a co-founder of the customer experience and contact center software company Genesys.
|
E385412
|
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: Greg Shenkman | Statement: [Genesys, foundedBy, Greg Shenkman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greg Shenkman Context triple: [Genesys, foundedBy, Greg Shenkman]
-
A.
Johnny Gandelsman
Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
-
B.
Dan Shulman
Dan Shulman is a Canadian sportscaster best known for his long-running play-by-play work on Major League Baseball and college basketball broadcasts for ESPN and other networks.
-
C.
Gary Levinsohn
Gary Levinsohn is a film producer best known for his work on major Hollywood features, including the acclaimed World War II drama "Saving Private Ryan."
-
D.
Vince Welnick
Vince Welnick was an American keyboardist and singer best known for serving as the Grateful Dead’s final keyboard player from 1990 until the band’s dissolution in 1995.
-
E.
Ray Shostak
Ray Shostak is a British public policy and performance management expert known for his leadership roles in government, including directing initiatives to improve public service delivery.
- 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: Greg Shenkman Triple: [Genesys, foundedBy, Greg Shenkman]
Generated description
Greg Shenkman is a technology entrepreneur best known as a co-founder of the customer experience and contact center software company Genesys.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greg Shenkman Target entity description: Greg Shenkman is a technology entrepreneur best known as a co-founder of the customer experience and contact center software company Genesys.
-
A.
Johnny Gandelsman
Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
-
B.
Dan Shulman
Dan Shulman is a Canadian sportscaster best known for his long-running play-by-play work on Major League Baseball and college basketball broadcasts for ESPN and other networks.
-
C.
Gary Levinsohn
Gary Levinsohn is a film producer best known for his work on major Hollywood features, including the acclaimed World War II drama "Saving Private Ryan."
-
D.
Vince Welnick
Vince Welnick was an American keyboardist and singer best known for serving as the Grateful Dead’s final keyboard player from 1990 until the band’s dissolution in 1995.
-
E.
Ray Shostak
Ray Shostak is a British public policy and performance management expert known for his leadership roles in government, including directing initiatives to improve public service delivery.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9bd61908190a7bdd01f24334fc3 |
completed | March 8, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e4d1c7188190b0f98fdc51e6684a |
completed | March 14, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69b4e57a8e08819099f94731af4472a3 |
completed | March 14, 2026, 4:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e60d2224819081b7a95592f1fd74 |
completed | March 14, 2026, 4:37 a.m. |
Created at: March 8, 2026, 3:15 p.m.