Triple

T2701013
Position Surface form Disambiguated ID Type / Status
Subject Styles P E59226 entity
Predicate associatedAct P37 FINISHED
Object Sheek Louch
Sheek Louch is an American rapper best known as a member of the hip hop group The LOX and co-founder of the D-Block record label.
E290750 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: Sheek Louch | Statement: [Styles P, associatedAct, Sheek Louch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sheek Louch
Context triple: [Styles P, associatedAct, Sheek Louch]
  • A. Ludacris
    Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
  • B. Slim Thug
    Slim Thug is an American rapper from Houston, Texas, known for his deep voice, Southern hip hop style, and collaborations with artists like Mike Jones, Beyoncé, and Pharrell Williams.
  • C. 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.
  • D. Chamillionaire
    Chamillionaire is an American rapper and entrepreneur best known for his Grammy-winning hit "Ridin'" and his influential role in the mid-2000s Southern hip hop scene.
  • E. 50 Cent
    50 Cent is an American rapper, actor, and entrepreneur known for his influential early-2000s hip-hop albums and his breakout debut "Get Rich or Die Tryin'."
  • 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: Sheek Louch
Triple: [Styles P, associatedAct, Sheek Louch]
Generated description
Sheek Louch is an American rapper best known as a member of the hip hop group The LOX and co-founder of the D-Block record label.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sheek Louch
Target entity description: Sheek Louch is an American rapper best known as a member of the hip hop group The LOX and co-founder of the D-Block record label.
  • A. Ludacris
    Ludacris is an American rapper, actor, and entrepreneur known for his witty Southern hip hop style and roles in the Fast & Furious film franchise.
  • B. Slim Thug
    Slim Thug is an American rapper from Houston, Texas, known for his deep voice, Southern hip hop style, and collaborations with artists like Mike Jones, Beyoncé, and Pharrell Williams.
  • C. 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.
  • D. Chamillionaire
    Chamillionaire is an American rapper and entrepreneur best known for his Grammy-winning hit "Ridin'" and his influential role in the mid-2000s Southern hip hop scene.
  • E. 50 Cent
    50 Cent is an American rapper, actor, and entrepreneur known for his influential early-2000s hip-hop albums and his breakout debut "Get Rich or Die Tryin'."
  • 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_69ab4ac66bc88190b9e4afa5fc843f72 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda4c8d34819094f5e4cbc5a4bb9b completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf7446f08190b5e073278725d1f4 completed March 10, 2026, 5:43 a.m.
NEDg Description generation batch_69afb01c248c81909af7358da96aa588 completed March 10, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69afb0ae71888190ab0675b7897f1589 completed March 10, 2026, 5:48 a.m.
Created at: March 6, 2026, 9:55 p.m.