Triple

T11319107
Position Surface form Disambiguated ID Type / Status
Subject Robert Townsend E268044 entity
Predicate notableWork P4 FINISHED
Object Hollywood Shuffle
Hollywood Shuffle is a 1987 satirical comedy film that critiques racial stereotyping in Hollywood, co-written, directed by, and starring Robert Townsend.
E591326 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: Hollywood Shuffle | Statement: [Robert Townsend, notableWork, Hollywood Shuffle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hollywood Shuffle
Context triple: [Robert Townsend, notableWork, Hollywood Shuffle]
  • A. Harlem Shuffle
    "Harlem Shuffle" is a rhythm and blues song popularized by the Rolling Stones’ 1986 cover, known for its horn-driven arrangement and danceable groove.
  • B. Harlem Shuffle
    "Harlem Shuffle" is a crime novel by Colson Whitehead that follows a furniture salesman drawn into the criminal underworld of 1960s Harlem, blending heist caper, family saga, and social commentary.
  • C. Bamboozled
    Bamboozled is a 2000 satirical film written and directed by Spike Lee that critiques racism and media stereotypes through the story of a modern blackface minstrel TV show.
  • D. Cotton Comes to Harlem
    Cotton Comes to Harlem is a 1970 blaxploitation comedy-crime film, directed by Ossie Davis, that follows two Harlem detectives investigating a con man's fraudulent back-to-Africa scheme.
  • E. Super Fly
    "Super Fly" is a landmark 1972 soul and funk soundtrack album by Curtis Mayfield, acclaimed for its socially conscious lyrics and influential role in shaping the sound of 1970s blaxploitation cinema.
  • 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: Hollywood Shuffle
Triple: [Robert Townsend, notableWork, Hollywood Shuffle]
Generated description
Hollywood Shuffle is a 1987 satirical comedy film that critiques racial stereotyping in Hollywood, co-written, directed by, and starring Robert Townsend.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hollywood Shuffle
Target entity description: Hollywood Shuffle is a 1987 satirical comedy film that critiques racial stereotyping in Hollywood, co-written, directed by, and starring Robert Townsend.
  • A. Harlem Shuffle
    "Harlem Shuffle" is a rhythm and blues song popularized by the Rolling Stones’ 1986 cover, known for its horn-driven arrangement and danceable groove.
  • B. Harlem Shuffle
    "Harlem Shuffle" is a crime novel by Colson Whitehead that follows a furniture salesman drawn into the criminal underworld of 1960s Harlem, blending heist caper, family saga, and social commentary.
  • C. Bamboozled chosen
    Bamboozled is a 2000 satirical film written and directed by Spike Lee that critiques racism and media stereotypes through the story of a modern blackface minstrel TV show.
  • D. Cotton Comes to Harlem
    Cotton Comes to Harlem is a 1970 blaxploitation comedy-crime film, directed by Ossie Davis, that follows two Harlem detectives investigating a con man's fraudulent back-to-Africa scheme.
  • E. Super Fly
    "Super Fly" is a landmark 1972 soul and funk soundtrack album by Curtis Mayfield, acclaimed for its socially conscious lyrics and influential role in shaping the sound of 1970s blaxploitation cinema.
  • F. None of above.

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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9de875481908acfa56015d4b46f completed April 9, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69e525e2549081909ec99e4c7006fd66 completed April 19, 2026, 6:58 p.m.
NEDg Description generation batch_69e52c81449c8190847b64fa91a45b2e completed April 19, 2026, 7:26 p.m.
NED2 Entity disambiguation (via description) batch_69e531b079708190ac9e19127d36a848 completed April 19, 2026, 7:49 p.m.
Created at: April 8, 2026, 9:32 p.m.