Triple

T8075284
Position Surface form Disambiguated ID Type / Status
Subject Andy Warhol Films E188475 entity
Predicate notableWork P4 FINISHED
Object My Hustler
My Hustler is a 1965 underground film by Andy Warhol that explores voyeurism and sexual desire through long, static takes and improvised dialogue on Fire Island.
E710281 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: My Hustler | Statement: [Andy Warhol Films, notableWork, My Hustler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: My Hustler
Context triple: [Andy Warhol Films, notableWork, My Hustler]
  • A. Hustler’s Ambition
    "Hustler’s Ambition" is a hip-hop song by 50 Cent, known for its reflective lyrics about struggle and success and featured on the soundtrack for the film "Get Rich or Die Tryin'."
  • B. Hustler Musik
    "Hustler Musik" is a track by Lil Wayne from his 2005 album "Tha Carter II," known for its introspective lyrics and melodic, emotional delivery.
  • C. Me & My Bitch
    "Me & My Bitch" is a track by The Notorious B.I.G. from his landmark 1994 debut album "Ready to Die," known for its raw storytelling about love, loyalty, and loss.
  • D. Do It Like a Dude
    "Do It Like a Dude" is the debut single by English singer Jessie J, a gritty pop-R&B track that introduced her bold, attitude-driven style to mainstream audiences.
  • E. Bobby Bitch
    "Bobby Bitch" is a 2014 hardcore hip-hop single by Brooklyn rapper Bobby Shmurda, known for its aggressive delivery and street-oriented lyrics.
  • 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: My Hustler
Triple: [Andy Warhol Films, notableWork, My Hustler]
Generated description
My Hustler is a 1965 underground film by Andy Warhol that explores voyeurism and sexual desire through long, static takes and improvised dialogue on Fire Island.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: My Hustler
Target entity description: My Hustler is a 1965 underground film by Andy Warhol that explores voyeurism and sexual desire through long, static takes and improvised dialogue on Fire Island.
  • A. Hustler’s Ambition
    "Hustler’s Ambition" is a hip-hop song by 50 Cent, known for its reflective lyrics about struggle and success and featured on the soundtrack for the film "Get Rich or Die Tryin'."
  • B. Hustler Musik
    "Hustler Musik" is a track by Lil Wayne from his 2005 album "Tha Carter II," known for its introspective lyrics and melodic, emotional delivery.
  • C. Me & My Bitch
    "Me & My Bitch" is a track by The Notorious B.I.G. from his landmark 1994 debut album "Ready to Die," known for its raw storytelling about love, loyalty, and loss.
  • D. Do It Like a Dude
    "Do It Like a Dude" is the debut single by English singer Jessie J, a gritty pop-R&B track that introduced her bold, attitude-driven style to mainstream audiences.
  • E. Bobby Bitch
    "Bobby Bitch" is a 2014 hardcore hip-hop single by Brooklyn rapper Bobby Shmurda, known for its aggressive delivery and street-oriented lyrics.
  • 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_69ca82b50c708190863f661d438e68df completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb404c513c8190af54d6d6b6d1a81d completed March 31, 2026, 3:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63f000308190a55379f8bf67f0cd completed April 1, 2026, 12:16 a.m.
NEDg Description generation batch_69cc68634dc88190bc9b9e0598929d4d completed April 1, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69cc6946aa5481908d682957b818a3e9 completed April 1, 2026, 12:39 a.m.
Created at: March 30, 2026, 5:28 p.m.