Triple

T5753991
Position Surface form Disambiguated ID Type / Status
Subject Mos Def & Talib Kweli Are Black Star E126920 entity
Predicate producer P490 FINISHED
Object J Rawls
J Rawls is an American hip-hop producer and DJ known for his soulful, jazz-influenced sound and work with underground and conscious rap artists.
E544372 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: J Rawls | Statement: [Mos Def & Talib Kweli Are Black Star, producer, J Rawls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: J Rawls
Context triple: [Mos Def & Talib Kweli Are Black Star, producer, J Rawls]
  • A. Charles Johnson
    Charles Johnson is an American novelist, essayist, and philosopher best known for his National Book Award–winning novel "Middle Passage" and his explorations of African American experience, history, and Buddhist thought.
  • B. Erle Galbraith
    Erle Galbraith was the fourth wife of famed American singer and entertainer Al Jolson.
  • C. Winston Groom
    Winston Groom was an American novelist and non-fiction writer best known as the author of the novel "Forrest Gump," which inspired the acclaimed film adaptation.
  • D. Richard Jordan
    Richard Jordan was an American stage, film, and television actor known for his intense character roles in movies such as "Logan's Run," "The Hunt for Red October," and "Gettysburg."
  • E. Ty Grisham
    Ty Grisham is a child of bestselling American legal-thriller author John Grisham.
  • 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: J Rawls
Triple: [Mos Def & Talib Kweli Are Black Star, producer, J Rawls]
Generated description
J Rawls is an American hip-hop producer and DJ known for his soulful, jazz-influenced sound and work with underground and conscious rap artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: J Rawls
Target entity description: J Rawls is an American hip-hop producer and DJ known for his soulful, jazz-influenced sound and work with underground and conscious rap artists.
  • A. Charles Johnson
    Charles Johnson is an American novelist, essayist, and philosopher best known for his National Book Award–winning novel "Middle Passage" and his explorations of African American experience, history, and Buddhist thought.
  • B. Erle Galbraith
    Erle Galbraith was the fourth wife of famed American singer and entertainer Al Jolson.
  • C. Winston Groom
    Winston Groom was an American novelist and non-fiction writer best known as the author of the novel "Forrest Gump," which inspired the acclaimed film adaptation.
  • D. Richard Jordan
    Richard Jordan was an American stage, film, and television actor known for his intense character roles in movies such as "Logan's Run," "The Hunt for Red October," and "Gettysburg."
  • E. Ty Grisham
    Ty Grisham is a child of bestselling American legal-thriller author John Grisham.
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029032ba08190ae4062d74ab271ee completed March 22, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e434aa88190b56e721c002d31b8 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c08be0a25481908ae868b2364fcc68 completed March 23, 2026, 12:40 a.m.
NED2 Entity disambiguation (via description) batch_69c08c926fc88190a3a06081c1da364e completed March 23, 2026, 12:42 a.m.
Created at: March 22, 2026, 3:49 p.m.