Triple
T6269305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ricky Bell |
E140488
|
entity |
| Predicate | bandmateInBellBivDeVoe |
P56197
|
FINISHED |
| Object | Michael Bivins |
E178967
|
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: Michael Bivins | Statement: [Ricky Bell, bandmateInBellBivDeVoe, Michael Bivins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Bivins Context triple: [Ricky Bell, bandmateInBellBivDeVoe, Michael Bivins]
-
A.
Michael Bivins
chosen
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.
Justin Bibb
Justin Bibb is an American politician and attorney who serves as the mayor of Cleveland, Ohio, known for his focus on urban revitalization and police reform.
-
C.
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.
-
D.
Michael McCluney
Michael McCluney is a musician best known as a member of the British-Irish boy band Day26, formed on the MTV reality show "Making the Band 4."
-
E.
Collin McKinney
Collin McKinney was an early Texas settler and statesman who helped draft and signed the Texas Declaration of Independence.
- 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: bandmateInBellBivDeVoe Context triple: [Ricky Bell, bandmateInBellBivDeVoe, Michael Bivins]
-
A.
hasBandMember
Indicates that a musical group includes a specific individual as one of its members.
-
B.
partnerInMusicGroupWith
chosen
Indicates that two entities are members of the same music group or band, sharing a collaborative musical partnership.
-
C.
featuresBandMembers
Indicates that something includes or presents specific band members as part of its content or composition.
-
D.
hasFemaleVocalist
Indicates that the subject entity features or includes at least one female vocalist as a performer.
-
E.
band
Indicates that multiple entities join together to form a unified group, typically for a shared purpose or activity.
- 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_69c008cabc4081909723e2547c9d6cc0 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063a28da081909f4bec8f7c1dedef |
completed | March 22, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c5e4003018819087961018dc153a91 |
completed | March 27, 2026, 1:57 a.m. |
| PD | Predicate disambiguation | batch_69c05606fb50819082d1a5a91e5030b6 |
completed | March 22, 2026, 8:50 p.m. |
Created at: March 22, 2026, 4:25 p.m.