Triple

T3258921
Position Surface form Disambiguated ID Type / Status
Subject Jennifer Lopez E68363 entity
Predicate notableWork P4 FINISHED
Object 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.
E341617 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: [Jennifer Lopez, notableWork, Hustlers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hustlers
Context triple: [Jennifer Lopez, notableWork, Hustlers]
  • A. 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.
  • B. 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.
  • C. Den of Thieves
    Den of Thieves is a 2018 American heist action thriller film following an elite unit of the Los Angeles County Sheriff’s Department as they pursue a crew planning an audacious bank robbery.
  • D. Hustle
    Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
  • E. Ocean's 8
    Ocean's 8 is a 2018 heist comedy film featuring an all-female ensemble cast who plan and execute a high-profile jewelry robbery at the Met Gala.
  • 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: [Jennifer Lopez, notableWork, Hustlers]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hustlers
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Den of Thieves
    Den of Thieves is a 2018 American heist action thriller film following an elite unit of the Los Angeles County Sheriff’s Department as they pursue a crew planning an audacious bank robbery.
  • D. Hustle
    Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
  • E. Ocean's 8
    Ocean's 8 is a 2018 heist comedy film featuring an all-female ensemble cast who plan and execute a high-profile jewelry robbery at the Met Gala.
  • 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adafa4f40c81909adfd0f7f568e3ce completed March 8, 2026, 5:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28ed941cc81909c35853e793d6ce5 completed March 12, 2026, 10 a.m.
NEDg Description generation batch_69b2900805d08190afbda5ee5e984b71 completed March 12, 2026, 10:06 a.m.
NED2 Entity disambiguation (via description) batch_69b2ac4c52d48190a87b1e535c2e8a37 completed March 12, 2026, 12:06 p.m.
Created at: March 8, 2026, 3:09 p.m.