Triple
T22724439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Animal Ambition (album) |
E561951
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Hustler |
—
|
NE NERFINISHED |
How this triple was built (3 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 | Statement: [Animal Ambition (album), hasPart, Hustler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hustler Context triple: [Animal Ambition (album), hasPart, Hustler]
-
A.
Hustler
Hustler is the nickname of the Convair B-58, a pioneering American supersonic jet bomber developed during the Cold War.
-
B.
Hustler Club
Hustler Club is a chain of adult entertainment nightclubs associated with publisher and entrepreneur Larry Flynt’s Hustler brand.
-
C.
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.
-
D.
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'."
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hustler Target entity description: "Hustler" is a track from 50 Cent's 2014 studio album *Animal Ambition*, reflecting his trademark themes of street ambition and resilience.
-
A.
Hustler
Hustler is the nickname of the Convair B-58, a pioneering American supersonic jet bomber developed during the Cold War.
-
B.
Hustler Club
Hustler Club is a chain of adult entertainment nightclubs associated with publisher and entrepreneur Larry Flynt’s Hustler brand.
-
C.
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.
-
D.
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'."
-
E.
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.
- F. None of above. chosen
Provenance (2 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_69e2454fc984819088213b58ee87a002 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17928a21c8190a1b888754ba7808b |
completed | April 29, 2026, 3:21 a.m. |
Created at: April 17, 2026, 3:20 p.m.