Triple
T20410078
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Train |
E500565
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Brandon Bush
Brandon Bush is an American musician and keyboardist best known for his work with the rock band Train and various other pop and rock artists.
|
E1429573
|
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: Brandon Bush | Statement: [Train, hasFormerMember, Brandon Bush]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brandon Bush Context triple: [Train, hasFormerMember, Brandon Bush]
-
A.
Michael Bivins
Michael Bivins is an American singer, rapper, and music executive best known as a founding member of the R&B groups New Edition and Bell Biv DeVoe and as a key figure in developing 1990s hip-hop and R&B acts.
-
B.
Brandon Jackson
Brandon Jackson was a member of the Jackson family and the younger brother of singer Rebbie Jackson.
-
C.
Ben Gordon
Ben Gordon is a former UConn Huskies star and NBA shooting guard known for his scoring ability and clutch performances, including helping lead Connecticut to a national championship before becoming a top draft pick.
-
D.
Ben Gordon
Ben Gordon is a music producer known for his work on the album "Nobody’s Daughter."
-
E.
J. J. Bennen
J. J. Bennen was a pioneering 19th-century Swiss mountain guide and alpinist known for making some of the earliest ascents in the Alps.
- 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: Brandon Bush Triple: [Train, hasFormerMember, Brandon Bush]
Generated description
Brandon Bush is an American musician and keyboardist best known for his work with the rock band Train and various other pop and rock artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brandon Bush Target entity description: Brandon Bush is an American musician and keyboardist best known for his work with the rock band Train and various other pop and rock artists.
-
A.
Michael Bivins
Michael Bivins is an American singer, rapper, and music executive best known as a founding member of the R&B groups New Edition and Bell Biv DeVoe and as a key figure in developing 1990s hip-hop and R&B acts.
-
B.
Brandon Jackson
Brandon Jackson was a member of the Jackson family and the younger brother of singer Rebbie Jackson.
-
C.
Ben Gordon
Ben Gordon is a former UConn Huskies star and NBA shooting guard known for his scoring ability and clutch performances, including helping lead Connecticut to a national championship before becoming a top draft pick.
-
D.
Ben Gordon
Ben Gordon is a music producer known for his work on the album "Nobody’s Daughter."
-
E.
J. J. Bennen
J. J. Bennen was a pioneering 19th-century Swiss mountain guide and alpinist known for making some of the earliest ascents in the Alps.
- 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_69e0b4a935588190b9446a99b37ced44 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67a3e0c1c8190be39d7f09c839dfa |
completed | April 20, 2026, 7:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087b21cb308190a9313a24a902b44d |
completed | May 16, 2026, 2:11 p.m. |
| NEDg | Description generation | batch_6a088015c514819087967845614dd25d |
completed | May 16, 2026, 2:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0880b79edc81908b180db5338f57db |
completed | May 16, 2026, 2:35 p.m. |
Created at: April 16, 2026, 11:29 a.m.