Triple

T21735240
Position Surface form Disambiguated ID Type / Status
Subject No Stylist E536505 entity
Predicate producer P490 FINISHED
Object J-Louis
J-Louis is a hip-hop and R&B music producer known for his work with the collective No Stylist and his smooth, groove-driven production style.
E1499632 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-Louis | Statement: [No Stylist, producer, J-Louis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: J-Louis
Context triple: [No Stylist, producer, J-Louis]
  • A. Jack Etienne
    Jack Etienne is an American esports entrepreneur best known as the co-founder and CEO of the professional gaming organization Cloud9.
  • B. Louvain Demps
    Louvain Demps is an American singer best known as a member of The Andantes, the prominent Motown backing vocal group that appeared on numerous classic soul and R&B recordings.
  • C. Sam Verdreaux
    Sam Verdreaux is a fictional character from the television series "Under the Dome," depicted as a troubled and reclusive man with a dark past.
  • D. LaVall Jordan
    LaVall Jordan is an American college basketball coach best known for serving as the head coach of the Butler University men's basketball team and previously leading the Milwaukee Panthers.
  • E. Anthony Jabre
    Anthony Jabre is a film producer known for his work on the thriller "Misconduct" starring Anthony Hopkins and Al Pacino.
  • 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-Louis
Triple: [No Stylist, producer, J-Louis]
Generated description
J-Louis is a hip-hop and R&B music producer known for his work with the collective No Stylist and his smooth, groove-driven production style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: J-Louis
Target entity description: J-Louis is a hip-hop and R&B music producer known for his work with the collective No Stylist and his smooth, groove-driven production style.
  • A. Jack Etienne
    Jack Etienne is an American esports entrepreneur best known as the co-founder and CEO of the professional gaming organization Cloud9.
  • B. Louvain Demps
    Louvain Demps is an American singer best known as a member of The Andantes, the prominent Motown backing vocal group that appeared on numerous classic soul and R&B recordings.
  • C. Sam Verdreaux
    Sam Verdreaux is a fictional character from the television series "Under the Dome," depicted as a troubled and reclusive man with a dark past.
  • D. LaVall Jordan
    LaVall Jordan is an American college basketball coach best known for serving as the head coach of the Butler University men's basketball team and previously leading the Milwaukee Panthers.
  • E. Anthony Jabre
    Anthony Jabre is a film producer known for his work on the thriller "Misconduct" starring Anthony Hopkins and Al Pacino.
  • 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_69e0c46d3284819099a4f9d5a704eb95 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69effd0b0da0819098ef03360eea6a0d completed April 28, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2ed25d808190bf6afff41d8812d4 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a2ffaaa708190b43531cbc6448b00 completed May 17, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_6a0a307b81288190a8254e32b36ed3f1 completed May 17, 2026, 9:17 p.m.
Created at: April 16, 2026, 6:48 p.m.