Triple
T17031072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Larry Flynt |
E413193
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Hustler Club
Hustler Club is a chain of adult entertainment nightclubs associated with publisher and entrepreneur Larry Flynt’s Hustler brand.
|
E1251033
|
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: Hustler Club | Statement: [Larry Flynt, founded, Hustler Club]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hustler Club Context triple: [Larry Flynt, founded, Hustler Club]
-
A.
Hustler
Hustler is the nickname of the Convair B-58, a pioneering American supersonic jet bomber developed during the Cold War.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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'."
- 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 Club Triple: [Larry Flynt, founded, Hustler Club]
Generated description
Hustler Club is a chain of adult entertainment nightclubs associated with publisher and entrepreneur Larry Flynt’s Hustler brand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hustler Club Target entity description: Hustler Club is a chain of adult entertainment nightclubs associated with publisher and entrepreneur Larry Flynt’s Hustler brand.
-
A.
Hustler
Hustler is the nickname of the Convair B-58, a pioneering American supersonic jet bomber developed during the Cold War.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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'."
- 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d9e7d481909d3d5bd241bd68f1 |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0139ef70208190b26029511e91afb0 |
completed | May 11, 2026, 2:07 a.m. |
| NEDg | Description generation | batch_6a013bd2cb708190b7e33dad9b461ae0 |
completed | May 11, 2026, 2:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a013c23f8808190856afdcbf2854244 |
completed | May 11, 2026, 2:17 a.m. |
Created at: April 10, 2026, 5:33 a.m.