Triple

T1864730
Position Surface form Disambiguated ID Type / Status
Subject Never Say Never E34893 entity
Predicate featuresArtist P1952 FINISHED
Object Fat Joe
Fat Joe is an American rapper and music executive from the Bronx known for hits like "Lean Back" and "What's Luv?" and for his influential role in East Coast hip hop.
 E208270 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: Fat Joe | Statement: [Never Say Never, featuresArtist, Fat Joe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fat Joe
Context triple: [Never Say Never, featuresArtist, Fat Joe]
  • A. Juicy J
    Juicy J is an American rapper, producer, and founding member of the hip hop group Three 6 Mafia, known for his influential role in Southern rap and numerous high-profile collaborations.
  • B. Fivio Foreign
    Fivio Foreign is an American rapper from Brooklyn known for his prominent role in the New York drill scene and collaborations with major artists like Kanye West.
  • C. Jadakiss
    Jadakiss is an American rapper from Yonkers, New York, known for his gritty lyricism, distinctive raspy voice, and work both as a solo artist and member of The LOX.
  • D. Busta Rhymes
    Busta Rhymes is an American rapper known for his rapid-fire delivery, energetic style, and influential role in 1990s and 2000s hip-hop.
  • E. Yo Gotti
    Yo Gotti is an American rapper and record executive from Memphis known for his gritty street anthems and for founding the Collective Music Group (CMG) label.
  • 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: Fat Joe
Triple: [Never Say Never, featuresArtist, Fat Joe]
Generated description
Fat Joe is an American rapper and music executive from the Bronx known for hits like "Lean Back" and "What's Luv?" and for his influential role in East Coast hip hop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fat Joe
Target entity description: Fat Joe is an American rapper and music executive from the Bronx known for hits like "Lean Back" and "What's Luv?" and for his influential role in East Coast hip hop.
  • A. Juicy J
    Juicy J is an American rapper, producer, and founding member of the hip hop group Three 6 Mafia, known for his influential role in Southern rap and numerous high-profile collaborations.
  • B. Fivio Foreign
    Fivio Foreign is an American rapper from Brooklyn known for his prominent role in the New York drill scene and collaborations with major artists like Kanye West.
  • C. Jadakiss
    Jadakiss is an American rapper from Yonkers, New York, known for his gritty lyricism, distinctive raspy voice, and work both as a solo artist and member of The LOX.
  • D. Busta Rhymes
    Busta Rhymes is an American rapper known for his rapid-fire delivery, energetic style, and influential role in 1990s and 2000s hip-hop.
  • E. Yo Gotti
    Yo Gotti is an American rapper and record executive from Memphis known for his gritty street anthems and for founding the Collective Music Group (CMG) label.
  • 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_69a88600b2f88190bc09303e68ab517e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb0a0b4b881908b07c07db624701d completed March 7, 2026, 4:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1d540c0819099558507bdf2ffa4 completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add2c4943c81909ff3163330aa4f80 completed March 8, 2026, 7:49 p.m.
NED2 Entity disambiguation (via description) batch_69add38c2b3c8190b0f33bc36d475a63 completed March 8, 2026, 7:52 p.m.
Created at: March 4, 2026, 7:34 p.m.