Triple
T5321014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justin Lin |
E121671
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object | Better Luck Tomorrow |
E390738
|
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: Better Luck Tomorrow | Statement: [Justin Lin, directed, Better Luck Tomorrow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Better Luck Tomorrow Context triple: [Justin Lin, directed, Better Luck Tomorrow]
-
A.
Better Luck Tomorrow
chosen
Better Luck Tomorrow is a 2002 independent crime drama film directed by Justin Lin that follows a group of overachieving Asian American high school students who descend into a life of crime, and is widely regarded as a landmark in Asian American cinema.
-
B.
City Slickers
City Slickers is a 1991 comedy film about a group of middle-aged friends who join a cattle drive to confront their midlife crises, starring Billy Crystal.
-
C.
Knots Landing
Knots Landing is an American prime-time television soap opera that aired from 1979 to 1993, focusing on the intertwined personal and professional lives of residents in a coastal California cul-de-sac.
-
D.
Sunshine in Their Eyes
"Sunshine in Their Eyes" is a soulful, socially conscious song by Stevie Wonder from his early-1970s period of artistic transition.
-
E.
Enemy Mine
Enemy Mine is a 1985 science fiction film about a human and an alien soldier who must overcome their mutual hatred and learn to cooperate after being stranded together on a hostile planet.
- 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_69bd463d956c819088105c3db802c017 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd85761ec48190879210af116ed8b9 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21b8692881908f04d8cfd7d3d10d |
completed | March 21, 2026, 10:54 p.m. |
Created at: March 20, 2026, 1:59 p.m.