Triple

T10678255
Position Surface form Disambiguated ID Type / Status
Subject The People vs. Larry Flynt (producer credit association) E251673 entity
Predicate filmSubjectNotableFor P4941 FINISHED
Object Hustler magazine
Hustler magazine is a controversial American adult entertainment publication known for its explicit content, legal battles over free speech, and association with publisher Larry Flynt.
E878769 NE FINISHED

How this triple was built (5 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: Hustler magazine | Statement: [The People vs. Larry Flynt (producer credit association), filmSubjectNotableFor, Hustler magazine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hustler magazine
Context triple: [The People vs. Larry Flynt (producer credit association), filmSubjectNotableFor, Hustler magazine]
  • A. Penthouse magazine
    Penthouse magazine is an adult entertainment and lifestyle publication known for its explicit photography, erotic fiction, and investigative journalism.
  • B. Playboy
    Playboy is an American men’s lifestyle and entertainment magazine best known for its nude pictorials, celebrity interviews, and influential role in popular culture since the mid-20th century.
  • C. Mad magazine
    Mad magazine is a long-running American humor and satire publication known for its parodies of popular culture, politics, and entertainment.
  • D. Esquire magazine
    Esquire magazine is a long-running American men’s magazine known for its literary journalism, in-depth reporting, and stylish coverage of culture, politics, and fashion.
  • E. Toiletpaper magazine
    Toiletpaper magazine is a contemporary art and photography publication known for its surreal, provocative, and humorously subversive images, co-founded by Italian artist Maurizio Cattelan.
  • 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: Hustler magazine
Triple: [The People vs. Larry Flynt (producer credit association), filmSubjectNotableFor, Hustler magazine]
Generated description
Hustler magazine is a controversial American adult entertainment publication known for its explicit content, legal battles over free speech, and association with publisher Larry Flynt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hustler magazine
Target entity description: Hustler magazine is a controversial American adult entertainment publication known for its explicit content, legal battles over free speech, and association with publisher Larry Flynt.
  • A. Penthouse magazine
    Penthouse magazine is an adult entertainment and lifestyle publication known for its explicit photography, erotic fiction, and investigative journalism.
  • B. Playboy
    Playboy is an American men’s lifestyle and entertainment magazine best known for its nude pictorials, celebrity interviews, and influential role in popular culture since the mid-20th century.
  • C. Mad magazine
    Mad magazine is a long-running American humor and satire publication known for its parodies of popular culture, politics, and entertainment.
  • D. Esquire magazine
    Esquire magazine is a long-running American men’s magazine known for its literary journalism, in-depth reporting, and stylish coverage of culture, politics, and fashion.
  • E. Toiletpaper magazine
    Toiletpaper magazine is a contemporary art and photography publication known for its surreal, provocative, and humorously subversive images, co-founded by Italian artist Maurizio Cattelan.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: filmSubjectNotableFor
Context triple: [The People vs. Larry Flynt (producer credit association), filmSubjectNotableFor, Hustler magazine]
  • A. subjectOfFilm
    Indicates that a person, character, or topic is the main focus or central topic depicted in a particular film.
  • B. notableProductionFor
    Indicates that an entity is especially well-known or recognized for producing or creating another specified entity.
  • C. madeFamousByFilm
    Indicates that something became widely known or gained significant public recognition as a result of being featured in a film.
  • D. notableOriginalFilm
    Indicates that a work is the original film from which another work (such as a remake, adaptation, or related production) is derived or notably based.
  • E. notableWorkSubject chosen
    Indicates that a work is notably associated with a particular subject, such as a person, topic, or entity, as its primary focus or theme.
  • F. None of above.

Provenance (6 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_69d6aa5bd7c08190a816e733b4045c23 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fb9684e48190b2786823723cde6c completed April 9, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d9887e974c81908c4943339ea9a93f completed April 10, 2026, 11:32 p.m.
NEDg Description generation batch_69d98aea391c81909ec64a29053c35c1 completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98c013348819094bde38a057257b4 completed April 10, 2026, 11:47 p.m.
PD Predicate disambiguation batch_69d6dd8a93208190a573061387e2aebb completed April 8, 2026, 10:58 p.m.
Created at: April 8, 2026, 9:10 p.m.