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.