Triple
T16163260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Augusto Caminito |
E392230
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Hustlers
Hustlers is a film associated with Italian director and screenwriter Augusto Caminito, recognized as one of his notable works in cinema.
|
E1198210
|
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: Hustlers | Statement: [Augusto Caminito, notableWork, Hustlers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hustlers Context triple: [Augusto Caminito, notableWork, Hustlers]
-
A.
Hustlers
Hustlers is a 2019 crime drama film inspired by a true story about New York strippers who scheme to swindle wealthy clients, widely acclaimed for Jennifer Lopez’s standout performance.
-
B.
Hustlers Convention
Hustlers Convention is a 1973 spoken-word concept album by Jalal Mansur Nuriddin (as Lightnin' Rod) that is widely regarded as a foundational influence on the development of hip-hop.
-
C.
The Nice Guys
The Nice Guys is a 2016 neo-noir action-comedy film directed by Shane Black, starring Russell Crowe and Ryan Gosling as mismatched private investigators in 1970s Los Angeles.
-
D.
The Hustle
The Hustle is a studio album by the American alternative hip hop and blues band G. Love & Special Sauce, showcasing their laid-back groove and genre-blending style.
-
E.
The Hustle
The Hustle is a 2019 comedy film starring Anne Hathaway and Rebel Wilson as con artists who compete and collaborate in a gender-flipped reimagining of the classic scam-artist storyline.
- 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: Hustlers Triple: [Augusto Caminito, notableWork, Hustlers]
Generated description
Hustlers is a film associated with Italian director and screenwriter Augusto Caminito, recognized as one of his notable works in cinema.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hustlers Target entity description: Hustlers is a film associated with Italian director and screenwriter Augusto Caminito, recognized as one of his notable works in cinema.
-
A.
Hustlers
Hustlers is a 2019 crime drama film inspired by a true story about New York strippers who scheme to swindle wealthy clients, widely acclaimed for Jennifer Lopez’s standout performance.
-
B.
Hustlers Convention
Hustlers Convention is a 1973 spoken-word concept album by Jalal Mansur Nuriddin (as Lightnin' Rod) that is widely regarded as a foundational influence on the development of hip-hop.
-
C.
The Nice Guys
The Nice Guys is a 2016 neo-noir action-comedy film directed by Shane Black, starring Russell Crowe and Ryan Gosling as mismatched private investigators in 1970s Los Angeles.
-
D.
The Hustle
The Hustle is a studio album by the American alternative hip hop and blues band G. Love & Special Sauce, showcasing their laid-back groove and genre-blending style.
-
E.
The Hustle
The Hustle is a 2019 comedy film starring Anne Hathaway and Rebel Wilson as con artists who compete and collaborate in a gender-flipped reimagining of the classic scam-artist storyline.
- 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_69d87f1d32208190942e4e499a80c18c |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21e616770819093f16c88722b2a7d |
completed | April 17, 2026, 11:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7b69adc8190ba90d68acaaca509 |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff963de888190b2222c3ec0b4a8fd |
completed | May 10, 2026, 3:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff9f70afc8190bd8e77465ce6bd0b |
completed | May 10, 2026, 3:22 a.m. |
Created at: April 10, 2026, 5:02 a.m.