Triple
T12804414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limelight |
E306106
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Billy Corben
Billy Corben is an American documentary filmmaker best known for co-founding Rakontur and directing pop-culture and true-crime documentaries such as "Cocaine Cowboys."
|
E1004625
|
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 Corben | Statement: [Limelight, director, Billy Corben]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Corben Context triple: [Limelight, director, Billy Corben]
-
A.
Karel Shook
Karel Shook was an influential American ballet teacher and choreographer best known as the co-founder and principal teacher of the Dance Theatre of Harlem, where he helped train generations of Black classical dancers.
-
B.
Robert Slaughter
Robert Slaughter was the husband of longtime U.S. Representative Louise Slaughter.
-
C.
Billy Talbot
Billy Talbot is an American bassist best known as a founding member of Neil Young’s backing band Crazy Horse.
-
D.
Dave Cravens
Dave Cravens is a video game industry professional known for his work at the development studio High Moon Studios.
-
E.
Curtis Stigers
Curtis Stigers is an American jazz and soul-influenced singer, saxophonist, and songwriter known for his early 1990s pop hits and later critically acclaimed jazz recordings.
- 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 Corben Triple: [Limelight, director, Billy Corben]
Generated description
Billy Corben is an American documentary filmmaker best known for co-founding Rakontur and directing pop-culture and true-crime documentaries such as "Cocaine Cowboys."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billy Corben Target entity description: Billy Corben is an American documentary filmmaker best known for co-founding Rakontur and directing pop-culture and true-crime documentaries such as "Cocaine Cowboys."
-
A.
Karel Shook
Karel Shook was an influential American ballet teacher and choreographer best known as the co-founder and principal teacher of the Dance Theatre of Harlem, where he helped train generations of Black classical dancers.
-
B.
Robert Slaughter
Robert Slaughter was the husband of longtime U.S. Representative Louise Slaughter.
-
C.
Billy Talbot
Billy Talbot is an American bassist best known as a founding member of Neil Young’s backing band Crazy Horse.
-
D.
Dave Cravens
Dave Cravens is a video game industry professional known for his work at the development studio High Moon Studios.
-
E.
Curtis Stigers
Curtis Stigers is an American jazz and soul-influenced singer, saxophonist, and songwriter known for his early 1990s pop hits and later critically acclaimed jazz recordings.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e7e3be48190ba9159c9f1ac2ccd |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ec463f08190822e5235362cf584 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f6908cb8ec8190855b217c13a51f16 |
completed | May 3, 2026, 12:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6917688508190ae5a64494eaadce7 |
completed | May 3, 2026, 12:06 a.m. |
Created at: April 9, 2026, 5:30 p.m.