Triple

T523708
Position Surface form Disambiguated ID Type / Status
Subject Be E10871 entity
Predicate featuresArtist P1952 FINISHED
Object 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.
 E65955 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: Bilal | Statement: [Be, featuresArtist, Bilal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bilal
Context triple: [Be, featuresArtist, Bilal]
  • A. 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!.
  • B. Mos Def
    Mos Def, also known as Yasiin Bey, is an influential American rapper, actor, and activist celebrated for his socially conscious lyrics and key role in the evolution of alternative hip hop.
  • C. Paul Wall
    Paul Wall is an American rapper and DJ from Houston, Texas, known for his Southern hip hop style and association with the city’s chopped and screwed scene.
  • D. Malik
    Malik is a common Arabic surname and given name used across various cultures, often meaning "king" or "owner."
  • E. Akon
    Akon is a Senegalese-American singer, songwriter, and producer known for his distinctive R&B and hip-hop hits and numerous high-profile collaborations in the 2000s.
  • 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: Bilal
Triple: [Be, featuresArtist, Bilal]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bilal
Target entity description: 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.
  • A. 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!.
  • B. Mos Def
    Mos Def, also known as Yasiin Bey, is an influential American rapper, actor, and activist celebrated for his socially conscious lyrics and key role in the evolution of alternative hip hop.
  • C. Paul Wall
    Paul Wall is an American rapper and DJ from Houston, Texas, known for his Southern hip hop style and association with the city’s chopped and screwed scene.
  • D. Malik
    Malik is a common Arabic surname and given name used across various cultures, often meaning "king" or "owner."
  • E. Akon
    Akon is a Senegalese-American singer, songwriter, and producer known for his distinctive R&B and hip-hop hits and numerous high-profile collaborations in the 2000s.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b4f01881908b408357ff113308 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b5d50c688190b0093af8870f6fdf completed March 1, 2026, 9:55 p.m.
NEDg Description generation batch_69a4b6643eb481908c1acc6f6d93aa05 completed March 1, 2026, 9:57 p.m.
NED2 Entity disambiguation (via description) batch_69a4b6d923b881908d5ad572be2c2946 completed March 1, 2026, 9:59 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.