Triple
T106672
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Once Again |
E2152
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Raphael Saadiq
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!.
|
E18503
|
NE FINISHED |
How this triple was built (4 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: [Once Again, producer, Raphael Saadiq]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raphael Saadiq Context triple: [Once Again, producer, Raphael Saadiq]
-
A.
Blake Mills
Blake Mills is an American guitarist, songwriter, and record producer known for his innovative work across folk, rock, and experimental music, as well as his collaborations with a wide range of acclaimed artists.
-
B.
Max Martini
Max Martini is an American actor known for his tough, military and law-enforcement roles in film and television, including major parts in action and science fiction movies.
-
C.
Erykah Badu
Erykah Badu is an American singer, songwriter, and producer renowned as the “Queen of Neo Soul” for her influential blend of R&B, jazz, and hip-hop.
-
D.
André 3000
André 3000 is an American rapper, singer, songwriter, producer, and actor best known as one half of the influential hip hop duo Outkast.
-
E.
John Legend
John Legend is an American singer, songwriter, pianist, and actor known for his soulful R&B music and for being one of the few artists to achieve EGOT status (winning an Emmy, Grammy, Oscar, and Tony).
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Raphael Saadiq Triple: [Once Again, producer, Raphael Saadiq]
Generated description
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!.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Raphael Saadiq Target entity description: 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!.
-
A.
Blake Mills
Blake Mills is an American guitarist, songwriter, and record producer known for his innovative work across folk, rock, and experimental music, as well as his collaborations with a wide range of acclaimed artists.
-
B.
Max Martini
Max Martini is an American actor known for his tough, military and law-enforcement roles in film and television, including major parts in action and science fiction movies.
-
C.
Erykah Badu
Erykah Badu is an American singer, songwriter, and producer renowned as the “Queen of Neo Soul” for her influential blend of R&B, jazz, and hip-hop.
-
D.
André 3000
André 3000 is an American rapper, singer, songwriter, producer, and actor best known as one half of the influential hip hop duo Outkast.
-
E.
John Legend
John Legend is an American singer, songwriter, pianist, and actor known for his soulful R&B music and for being one of the few artists to achieve EGOT status (winning an Emmy, Grammy, Oscar, and Tony).
- F. None of above. chosen
Provenance (5 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_69a24e0a5b7c81908d52da08c60dabc4 |
completed | Feb. 28, 2026, 2:08 a.m. |
| NER | Named-entity recognition | batch_69a256cac6d4819083b50c9c9d95e975 |
completed | Feb. 28, 2026, 2:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2c938950081909990f481604ea022 |
completed | Feb. 28, 2026, 10:53 a.m. |
| NEDg | Description generation | batch_69a2c9e17ac08190abc4b4e4567e7a70 |
completed | Feb. 28, 2026, 10:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2caa02c788190b528c55379f376a4 |
completed | Feb. 28, 2026, 10:59 a.m. |
Created at: Feb. 28, 2026, 2:12 a.m.