Triple
T11344455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RJD2 |
E268678
|
entity |
| Predicate | notableCollaboration |
P8554
|
FINISHED |
| Object |
Aaron Livingston
Aaron Livingston is an American vocalist and songwriter best known for his soulful collaborations in hip hop and electronic music, including work with producer RJD2.
|
E920720
|
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: Aaron Livingston | Statement: [RJD2, notableCollaboration, Aaron Livingston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron Livingston Context triple: [RJD2, notableCollaboration, Aaron Livingston]
-
A.
Jon Scheyer
Jon Scheyer is an American basketball coach and former Duke standout who succeeded Mike Krzyzewski as the head coach of the Duke Blue Devils men's basketball team.
-
B.
Donte DiVincenzo
Donte DiVincenzo is an American professional basketball player and NCAA champion known for his standout performances at Villanova University and subsequent NBA career.
-
C.
Jalen Brunson
Jalen Brunson is an American professional basketball player and former Villanova University star known for leading the Wildcats to multiple NCAA championships before succeeding in the NBA.
-
D.
David DeMott
David DeMott is an American entrepreneur best known as one of the founders behind the creation of the SeaWorld marine theme park concept.
-
E.
RJ Barrett
RJ Barrett is a Canadian professional basketball player, known for his scoring ability on the wing and for being a high NBA draft pick after starring at Duke University.
- 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: Aaron Livingston Triple: [RJD2, notableCollaboration, Aaron Livingston]
Generated description
Aaron Livingston is an American vocalist and songwriter best known for his soulful collaborations in hip hop and electronic music, including work with producer RJD2.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aaron Livingston Target entity description: Aaron Livingston is an American vocalist and songwriter best known for his soulful collaborations in hip hop and electronic music, including work with producer RJD2.
-
A.
Jon Scheyer
Jon Scheyer is an American basketball coach and former Duke standout who succeeded Mike Krzyzewski as the head coach of the Duke Blue Devils men's basketball team.
-
B.
Donte DiVincenzo
Donte DiVincenzo is an American professional basketball player and NCAA champion known for his standout performances at Villanova University and subsequent NBA career.
-
C.
Jalen Brunson
Jalen Brunson is an American professional basketball player and former Villanova University star known for leading the Wildcats to multiple NCAA championships before succeeding in the NBA.
-
D.
David DeMott
David DeMott is an American entrepreneur best known as one of the founders behind the creation of the SeaWorld marine theme park concept.
-
E.
RJ Barrett
RJ Barrett is a Canadian professional basketball player, known for his scoring ability on the wing and for being a high NBA draft pick after starring at Duke University.
- 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_69d6aacbe18081909e5fadb50082dd96 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea1f9574819089760c5b5908f09e |
completed | April 9, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5436e9d848190a7e585351d24df03 |
completed | April 19, 2026, 9:04 p.m. |
| NEDg | Description generation | batch_69e5474aad3481909c1afb385cb5889b |
completed | April 19, 2026, 9:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e54edb9ac08190a760de11857e791c |
completed | April 19, 2026, 9:53 p.m. |
Created at: April 8, 2026, 9:33 p.m.