Triple

T5575981
Position Surface form Disambiguated ID Type / Status
Subject Brian Helgeland E146319 entity
Predicate notableWork P4 FINISHED
Object Payback
Payback is a 1999 neo-noir crime film starring Mel Gibson as a vengeful thief seeking repayment after being double-crossed.
 E528663 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: Payback | Statement: [Brian Helgeland, notableWork, Payback]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Payback
Context triple: [Brian Helgeland, notableWork, Payback]
  • A. The Payback
    The Payback is a 1973 funk album by James Brown, widely regarded as one of his most influential and sampled works, featuring extended grooves and socially charged themes.
  • B. Payback Is a Grandmother
    Payback Is a Grandmother is a chapter from Laura Esquivel’s novel "Like Water for Chocolate," contributing to the book’s blend of magical realism, family drama, and culinary symbolism.
  • C. The Price You Pay
    "The Price You Pay" is a song by Bruce Springsteen from his 1980 album *The River*, reflecting themes of sacrifice and the consequences of life’s choices.
  • D. The Debt
    The Debt is a film associated with John Madden, best known as a director of character-driven dramas and thrillers.
  • E. Pay Me My Money Down
    "Pay Me My Money Down" is a traditional American work song popularized in the folk revival and later notably covered by Bruce Springsteen.
  • 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: Payback
Triple: [Brian Helgeland, notableWork, Payback]
Generated description
Payback is a 1999 neo-noir crime film starring Mel Gibson as a vengeful thief seeking repayment after being double-crossed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Payback
Target entity description: Payback is a 1999 neo-noir crime film starring Mel Gibson as a vengeful thief seeking repayment after being double-crossed.
  • A. The Payback
    The Payback is a 1973 funk album by James Brown, widely regarded as one of his most influential and sampled works, featuring extended grooves and socially charged themes.
  • B. Payback Is a Grandmother
    Payback Is a Grandmother is a chapter from Laura Esquivel’s novel "Like Water for Chocolate," contributing to the book’s blend of magical realism, family drama, and culinary symbolism.
  • C. The Price You Pay
    "The Price You Pay" is a song by Bruce Springsteen from his 1980 album *The River*, reflecting themes of sacrifice and the consequences of life’s choices.
  • D. The Debt
    The Debt is a film associated with John Madden, best known as a director of character-driven dramas and thrillers.
  • E. Pay Me My Money Down
    "Pay Me My Money Down" is a traditional American work song popularized in the folk revival and later notably covered by Bruce Springsteen.
  • 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_69c008ffed108190a084602227af6157 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02067e8d8819090a006cb266da5fe completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02855acac8190bd00219aa9647e98 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c0366f37f0819097ca1b23b8ebecc2 completed March 22, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69c036ee4e1c8190b9e60655d72407ff completed March 22, 2026, 6:37 p.m.
Created at: March 22, 2026, 3:37 p.m.