Triple
T5751436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doug Liman |
E126860
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object | Swingers |
E543847
|
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: Swingers | Statement: [Doug Liman, directed, Swingers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swingers Context triple: [Doug Liman, directed, Swingers]
-
A.
Swingers
chosen
Swingers is a 1996 indie comedy-drama film about struggling actors navigating love and nightlife in Los Angeles, known for its witty dialogue and breakout roles for Jon Favreau and Vince Vaughn.
-
B.
The Swingers
The Swingers were a New Zealand–Australian new wave band best known for their early 1980s hit "Counting the Beat."
-
C.
Chasing Amy
Chasing Amy is a 1997 romantic comedy-drama film written and directed by Kevin Smith that explores complex relationships and sexual identity within the comic book subculture.
-
D.
Showgirls
Showgirls is a 1995 erotic drama film directed by Paul Verhoeven that follows an ambitious drifter’s ruthless rise through the Las Vegas strip-club and showgirl scene.
-
E.
Boogie Nights
Boogie Nights is a 1997 drama film directed by Paul Thomas Anderson that chronicles the rise and fall of a young porn star in the 1970s and 1980s adult film industry.
- 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_69c00832aedc81909899801b141fa3b4 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0288a0ea8819091ac6f965471ceee |
completed | March 22, 2026, 5:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c097fcba40819097543d151b890788 |
completed | March 23, 2026, 1:31 a.m. |
Created at: March 22, 2026, 3:48 p.m.