Triple
T20036721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bobby Valentino |
E497288
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object | Keyshia Cole |
—
|
NE NERFINISHED |
How this triple was built (2 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: Keyshia Cole | Statement: [Bobby Valentino, associatedAct, Keyshia Cole]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keyshia Cole Context triple: [Bobby Valentino, associatedAct, Keyshia Cole]
-
A.
Keyshia Cole
chosen
Keyshia Cole is an American R&B singer, songwriter, and television personality known for her soulful vocals and hit albums in the 2000s.
-
B.
Keshia Chanté
Keshia Chanté is a Canadian singer, actress, and television personality known for her R&B music career and prominent hosting roles on music video countdown shows.
-
C.
Chonita Coleman
Chonita Coleman is a notable member of the Sista organization, recognized for her contributions and involvement within the group.
-
D.
Chrisette Michele
Chrisette Michele is an American R&B and soul singer-songwriter known for her rich, emotive vocals and collaborations with prominent hip-hop and R&B artists.
-
E.
Kierra Sheard
Kierra Sheard is an American gospel singer, songwriter, and actress known for her powerful vocals, contemporary gospel style, and work as a member of the legendary Clark family.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69da627278c88190babe4297a9df1236 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e662e8573081909f71fda640aa3220 |
completed | April 20, 2026, 5:31 p.m. |
Created at: April 11, 2026, 3:36 p.m.