Triple

T13738110
Position Surface form Disambiguated ID Type / Status
Subject Manifesto E330003 entity
Predicate featuresArtist P1952 FINISHED
Object Billy Danze
Billy Danze is an American rapper best known as one half of the influential New York hip hop duo M.O.P. (Mash Out Posse).
 E1057432 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: Billy Danze | Statement: [Manifesto, featuresArtist, Billy Danze]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billy Danze
Context triple: [Manifesto, featuresArtist, Billy Danze]
  • A. Dick Stello
    Dick Stello was a longtime Major League Baseball umpire who worked in both the National League and several World Series during his career.
  • B. Danny Rocco
    Danny Rocco is an American college football coach best known for leading multiple FCS programs, including successful tenures at Liberty, Richmond, and the University of Delaware.
  • C. Tony Giglio
    Tony Giglio is an American film director and screenwriter known for his work on action and genre films, including entries in the Doom and Death Race franchises.
  • D. Peter Paul Fix
    Peter Paul Fix, better known as Paul Fix, was an American character actor recognized for his numerous supporting roles in Western films and television from the 1930s through the 1960s.
  • E. Liberty DeVitto
    Liberty DeVitto is an American rock drummer best known for his long tenure as Billy Joel’s primary studio and touring drummer.
  • 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: Billy Danze
Triple: [Manifesto, featuresArtist, Billy Danze]
Generated description
Billy Danze is an American rapper best known as one half of the influential New York hip hop duo M.O.P. (Mash Out Posse).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Billy Danze
Target entity description: Billy Danze is an American rapper best known as one half of the influential New York hip hop duo M.O.P. (Mash Out Posse).
  • A. Dick Stello
    Dick Stello was a longtime Major League Baseball umpire who worked in both the National League and several World Series during his career.
  • B. Danny Rocco
    Danny Rocco is an American college football coach best known for leading multiple FCS programs, including successful tenures at Liberty, Richmond, and the University of Delaware.
  • C. Tony Giglio
    Tony Giglio is an American film director and screenwriter known for his work on action and genre films, including entries in the Doom and Death Race franchises.
  • D. Peter Paul Fix
    Peter Paul Fix, better known as Paul Fix, was an American character actor recognized for his numerous supporting roles in Western films and television from the 1930s through the 1960s.
  • E. Liberty DeVitto
    Liberty DeVitto is an American rock drummer best known for his long tenure as Billy Joel’s primary studio and touring drummer.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de0204d50c8190a5413cc9a1b26e14 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d68da04819089c95d9bfedc7496 completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79f1051b48190ac4704b43e759237 completed May 3, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69f79fdf974081909108b0fd89e76d56 completed May 3, 2026, 7:19 p.m.
Created at: April 9, 2026, 9:55 p.m.