Triple
T5576005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brian Helgeland |
E146319
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object | Payback |
E528663
|
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: Payback | Statement: [Brian Helgeland, directed, Payback]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Payback Context triple: [Brian Helgeland, directed, Payback]
-
A.
Payback
chosen
Payback is a 1999 neo-noir crime film starring Mel Gibson as a vengeful thief seeking repayment after being double-crossed.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
The Debt
The Debt is a film associated with John Madden, best known as a director of character-driven dramas and thrillers.
- 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_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_69c059f3f6648190af2fd9a5e7cc125b |
completed | March 22, 2026, 9:07 p.m. |
Created at: March 22, 2026, 3:37 p.m.