Triple

T6280997
Position Surface form Disambiguated ID Type / Status
Subject Lucious Lyon E140779 entity
Predicate hasRival P1375 FINISHED
Object Shyne Johnson
Shyne Johnson is a volatile and ambitious music producer and street hustler who becomes one of Lucious Lyon’s most dangerous rivals in the TV series "Empire."
 E585272 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: Shyne Johnson | Statement: [Lucious Lyon, hasRival, Shyne Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shyne Johnson
Context triple: [Lucious Lyon, hasRival, Shyne Johnson]
  • A. Tyrese Gibson
    Tyrese Gibson is an American R&B singer and actor best known for his music career and prominent roles in the Fast & Furious and Transformers film franchises.
  • B. Trae Stephens
    Trae Stephens is an American venture capitalist and entrepreneur, best known as a partner at Founders Fund and co-founder of defense technology company Anduril Industries.
  • C. Sydney Johnson
    Sydney Johnson is an American basketball coach and former Princeton University point guard best known for leading the Princeton Tigers men’s basketball program in the late 2000s.
  • D. Trayvean Scott
    Trayvean Scott is a collegiate sports administrator who serves as the athletic director overseeing the Grambling State University athletics program, including its storied football team.
  • E. Shelvin Mack
    Shelvin Mack is an American former professional basketball guard best known for starring at Butler University and later playing several seasons in the NBA.
  • 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: Shyne Johnson
Triple: [Lucious Lyon, hasRival, Shyne Johnson]
Generated description
Shyne Johnson is a volatile and ambitious music producer and street hustler who becomes one of Lucious Lyon’s most dangerous rivals in the TV series "Empire."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shyne Johnson
Target entity description: Shyne Johnson is a volatile and ambitious music producer and street hustler who becomes one of Lucious Lyon’s most dangerous rivals in the TV series "Empire."
  • A. Tyrese Gibson
    Tyrese Gibson is an American R&B singer and actor best known for his music career and prominent roles in the Fast & Furious and Transformers film franchises.
  • B. Trae Stephens
    Trae Stephens is an American venture capitalist and entrepreneur, best known as a partner at Founders Fund and co-founder of defense technology company Anduril Industries.
  • C. Sydney Johnson
    Sydney Johnson is an American basketball coach and former Princeton University point guard best known for leading the Princeton Tigers men’s basketball program in the late 2000s.
  • D. Trayvean Scott
    Trayvean Scott is a collegiate sports administrator who serves as the athletic director overseeing the Grambling State University athletics program, including its storied football team.
  • E. Shelvin Mack
    Shelvin Mack is an American former professional basketball guard best known for starring at Butler University and later playing several seasons in the NBA.
  • 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_69c008cd17c8819082b82d3fbeb68047 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063dee62881908347283f16dcbe68 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e411332481908ffff37cad062cce completed March 27, 2026, 1:57 a.m.
NEDg Description generation batch_69c5f91ed43c81909b050767e96ef2cc completed March 27, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69c5f97c9c1c81908f63b53406dba7ed completed March 27, 2026, 3:29 a.m.
Created at: March 22, 2026, 4:26 p.m.