Triple
T19988688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keisha Spivey |
E494000
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Keisha Spivey |
—
|
NE NERFINISHED |
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: Keisha Spivey | Statement: [Keisha Spivey, name, Keisha Spivey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keisha Spivey Context triple: [Keisha Spivey, name, Keisha Spivey]
-
A.
Keisha Spivey
Keisha Spivey is an American R&B singer best known as a member of the 1990s girl group Total, which was signed to Sean "Diddy" Combs' Bad Boy Records.
-
B.
Keisha Morris
Keisha Morris is an American woman best known for her brief marriage to iconic rapper and actor Tupac Shakur in the mid-1990s.
-
C.
Keisha Chambers
Keisha Chambers is the wife of actor and former model Justin Chambers, known for maintaining a private life largely outside the entertainment spotlight.
-
D.
Keisha Plum
Keisha Plum is a spoken-word artist and poet closely associated with the Buffalo-based hip-hop collective Griselda Records, known for her distinctive narrative interludes on their projects.
-
E.
Scherrie Payne
Scherrie Payne is an American singer best known as the final lead vocalist of the legendary Motown group The Supremes.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keisha Spivey Target entity description: Keisha Spivey is an American singer best known as a member of the R&B girl group Total, which rose to prominence in the 1990s under Sean "Diddy" Combs' Bad Boy Records.
-
A.
Keisha Spivey
chosen
Keisha Spivey is an American R&B singer best known as a member of the 1990s girl group Total, which was signed to Sean "Diddy" Combs' Bad Boy Records.
-
B.
Keisha Morris
Keisha Morris is an American woman best known for her brief marriage to iconic rapper and actor Tupac Shakur in the mid-1990s.
-
C.
Keisha Chambers
Keisha Chambers is the wife of actor and former model Justin Chambers, known for maintaining a private life largely outside the entertainment spotlight.
-
D.
Keisha Plum
Keisha Plum is a spoken-word artist and poet closely associated with the Buffalo-based hip-hop collective Griselda Records, known for her distinctive narrative interludes on their projects.
-
E.
Scherrie Payne
Scherrie Payne is an American singer best known as the final lead vocalist of the legendary Motown group The Supremes.
- F. None of above.
Provenance (2 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_69da626a67648190af9653832a3aeced |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65fddfee081909aa8cd6e279b2a7a |
completed | April 20, 2026, 5:18 p.m. |
Created at: April 11, 2026, 3:30 p.m.