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.