Triple
T524503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keys |
E10888
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Raphael Saadiq |
E18503
|
NE FINISHED |
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: Raphael Saadiq | Statement: [Keys, producer, Raphael Saadiq]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raphael Saadiq Context triple: [Keys, producer, Raphael Saadiq]
-
A.
Raphael Saadiq
chosen
Raphael Saadiq is an American singer, songwriter, multi-instrumentalist, and acclaimed R&B/neo-soul producer known for his work both as a solo artist and as a member of Tony! Toni! Toné!.
-
B.
Robert Glasper
Robert Glasper is a Grammy-winning American pianist, composer, and producer known for blending jazz, hip-hop, and R&B in both his own projects and collaborations with major artists.
-
C.
CeeLo Green
CeeLo Green is an American singer, rapper, songwriter, and record producer known for his work in Gnarls Barkley and his solo hit "Forget You," as well as his flamboyant performance style.
-
D.
Bilal
Bilal is an American neo-soul and R&B singer-songwriter known for his rich, genre-blending vocals and critically acclaimed work with artists across hip-hop, jazz, and soul.
-
E.
Anderson .Paak
Anderson .Paak is an American singer, rapper, drummer, and producer known for his soulful fusion of hip-hop, R&B, funk, and jazz, as well as his dynamic live performances.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1b656c08190b387f21b06d99e68 |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4d03e47c08190b5e5e37402c6cd21 |
completed | March 1, 2026, 11:48 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.