Triple
T3653245
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Times at the El Royale |
E77469
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Billy Lee
Billy Lee is a manipulative and charismatic cult leader who plays a pivotal antagonistic role in the neo-noir thriller film "Bad Times at the El Royale."
|
E375709
|
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: Billy Lee | Statement: [Bad Times at the El Royale, mainCharacter, Billy Lee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Lee Context triple: [Bad Times at the El Royale, mainCharacter, Billy Lee]
-
A.
Johnny Rivers
Johnny Rivers is an American rock and roll singer, songwriter, and guitarist best known for 1960s hits like "Secret Agent Man," "Poor Side of Town," and "Memphis."
-
B.
Murphy Lee
Murphy Lee is an American rapper best known as a member of the St. Lunatics crew and for his collaborations with fellow St. Louis artist Nelly.
-
C.
Johnny Gimble
Johnny Gimble was an influential American fiddler and mandolinist, best known as a leading figure in Western swing music and a longtime member of Bob Wills and His Texas Playboys.
-
D.
Will Jennings
Will Jennings is an American songwriter and lyricist best known for penning the lyrics to numerous hit songs, including the Oscar-winning "My Heart Will Go On" from Titanic.
-
E.
Jimmy Little
Jimmy Little was a pioneering Australian Aboriginal country music singer, songwriter, and actor who became one of the nation’s most beloved and influential Indigenous entertainers.
- 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: Billy Lee Triple: [Bad Times at the El Royale, mainCharacter, Billy Lee]
Generated description
Billy Lee is a manipulative and charismatic cult leader who plays a pivotal antagonistic role in the neo-noir thriller film "Bad Times at the El Royale."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billy Lee Target entity description: Billy Lee is a manipulative and charismatic cult leader who plays a pivotal antagonistic role in the neo-noir thriller film "Bad Times at the El Royale."
-
A.
Johnny Rivers
Johnny Rivers is an American rock and roll singer, songwriter, and guitarist best known for 1960s hits like "Secret Agent Man," "Poor Side of Town," and "Memphis."
-
B.
Murphy Lee
Murphy Lee is an American rapper best known as a member of the St. Lunatics crew and for his collaborations with fellow St. Louis artist Nelly.
-
C.
Johnny Gimble
Johnny Gimble was an influential American fiddler and mandolinist, best known as a leading figure in Western swing music and a longtime member of Bob Wills and His Texas Playboys.
-
D.
Will Jennings
Will Jennings is an American songwriter and lyricist best known for penning the lyrics to numerous hit songs, including the Oscar-winning "My Heart Will Go On" from Titanic.
-
E.
Jimmy Little
Jimmy Little was a pioneering Australian Aboriginal country music singer, songwriter, and actor who became one of the nation’s most beloved and influential Indigenous entertainers.
- 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_69ad85def5cc8190863dccf55a18bebb |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3b805a48190a7bc230a382365d6 |
completed | March 8, 2026, 6:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b44f4541dc8190b794eae019dcffbf |
completed | March 13, 2026, 5:54 p.m. |
| NEDg | Description generation | batch_69b45258be648190a98f60bd0cf57faa |
completed | March 13, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b45eec592481908e2f002aa2127849 |
completed | March 13, 2026, 7:01 p.m. |
Created at: March 8, 2026, 3:24 p.m.