Triple
T6394191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnny Gill |
E143899
|
entity |
| Predicate | replacedMemberOfNewEdition |
P41189
|
FINISHED |
| Object | Bobby Brown |
E4610
|
NE FINISHED |
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: Bobby Brown | Statement: [Johnny Gill, replacedMemberOfNewEdition, Bobby Brown]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Brown Context triple: [Johnny Gill, replacedMemberOfNewEdition, Bobby Brown]
-
A.
Bobby Brown
chosen
Bobby Brown is an American R&B singer, songwriter, and dancer who rose to fame in the 1980s both as a member of New Edition and as a solo artist known for hits like "My Prerogative."
-
B.
Kenneth "Babyface" Edmonds
Kenneth "Babyface" Edmonds is an American R&B singer, songwriter, and producer renowned for crafting numerous hit ballads and shaping the sound of contemporary R&B in the late 20th century.
-
C.
Keith Sweat
Keith Sweat is an American R&B singer, songwriter, and producer known as a pioneer of the New Jack Swing era with hits like "I Want Her" and "Twisted."
-
D.
Johnny Gill
Johnny Gill is an American R&B singer known both for his solo career and for joining the legendary boy band New Edition in the late 1980s.
-
E.
Bobby V
Bobby V is an American R&B singer and songwriter known for mid-2000s hits like "Slow Down" and collaborations with artists on the Disturbing tha Peace label.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: replacedMemberOfNewEdition Context triple: [Johnny Gill, replacedMemberOfNewEdition, Bobby Brown]
-
A.
replacementMember
Indicates that one entity serves as a substitute or successor taking over the role, position, or function previously held by another entity.
-
B.
placedBy
Indicates that one entity was positioned, set, or put in a location or context by another entity.
-
C.
replacedForGroup
chosen
Indicates that one entity has been substituted or exchanged in place of another on behalf of, or in the context of, a particular group.
-
D.
replacedBecause
Indicates that one entity has been substituted for another specifically due to a particular reason or cause.
-
E.
replacedClub
Indicates that one club has taken the place of another club, typically succeeding it in role, position, or membership.
- F. None of above.
Provenance (4 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_69c008db906c819096f3597d55d95432 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06881313481908e9082ffe57f29b6 |
completed | March 22, 2026, 10:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c638935934819096a34da6f1b5110b |
completed | March 27, 2026, 7:58 a.m. |
| PD | Predicate disambiguation | batch_69c060f25c088190b433f78553ff1d84 |
completed | March 22, 2026, 9:36 p.m. |
Created at: March 22, 2026, 4:35 p.m.