Triple
T19873008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Enough of No Love |
E477566
|
entity |
| Predicate | hasBridgeSinger |
P81375
|
FINISHED |
| Object | Keyshia Cole |
—
|
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: Keyshia Cole | Statement: [Enough of No Love, hasBridgeSinger, Keyshia Cole]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keyshia Cole Context triple: [Enough of No Love, hasBridgeSinger, 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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasBridgeSinger Context triple: [Enough of No Love, hasBridgeSinger, Keyshia Cole]
-
A.
hasHookSinger
Indicates that one entity serves as the hook singer (performing the main recurring vocal refrain) for another entity, typically a song or musical track.
-
B.
singsWith
Indicates that two or more entities perform singing together, jointly participating in a vocal musical activity.
-
C.
isSungBy
chosen
Indicates that a song, piece of music, or vocal performance is performed vocally by a particular singer or group of singers.
-
D.
hasChorusIn
Indicates that a musical work includes a chorus section within the specified part or segment.
-
E.
hasChoir
Indicates that an entity possesses, maintains, or is associated with a choir.
- F. None of above.
Provenance (3 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_69d8e51e7d948190aedbcd6c30361c39 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e658d92f9c8190b363587ed1881c2c |
completed | April 20, 2026, 4:48 p.m. |
| PD | Predicate disambiguation | batch_69e537e8c4e481909fe95d795b4864e7 |
completed | April 19, 2026, 8:15 p.m. |
Created at: April 10, 2026, 1:51 p.m.