Triple

T14559502
Position Surface form Disambiguated ID Type / Status
Subject Nuyorican Productions E341630 entity
Predicate notableWork P4 FINISHED
Object Hustlers E341617 NE FINISHED

How this triple was built (2 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: [Nuyorican Productions, notableWork, Hustlers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hustlers
Context triple: [Nuyorican Productions, notableWork, Hustlers]
  • A. Hustlers chosen
    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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3881b788190922932fb8ff81160 completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac003b08190923d469b3422cdab completed May 8, 2026, 7:03 a.m.
Created at: April 10, 2026, 1:23 a.m.