Triple
T3476963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Big Day |
E73397
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Ben Bilburn
Ben Bilburn is a music producer known for his work on Chance the Rapper’s debut studio album "The Big Day."
|
E384644
|
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: Ben Bilburn | Statement: [The Big Day, producer, Ben Bilburn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ben Bilburn Context triple: [The Big Day, producer, Ben Bilburn]
-
A.
Ben Durrant
Ben Durrant is a musician best known as a member of the indie supergroup Gayngs.
-
B.
John Bluthal
John Bluthal was a Polish-born British actor best known for his comic roles in British television and film, including his memorable performance in the sitcom "The Vicar of Dibley."
-
C.
Kent Bateman
Kent Bateman is an American film and television producer, director, and actor, best known as the father of actor Jason Bateman and for his work in low-budget and independent productions.
-
D.
Bruce Broughton
Bruce Broughton is an American composer best known for his orchestral film and television scores, including work for Disney attractions and numerous Hollywood productions.
-
E.
Kurt Barlow
Kurt Barlow is the ancient, malevolent vampire antagonist in Stephen King’s horror novel "Salem’s Lot."
- 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: Ben Bilburn Triple: [The Big Day, producer, Ben Bilburn]
Generated description
Ben Bilburn is a music producer known for his work on Chance the Rapper’s debut studio album "The Big Day."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ben Bilburn Target entity description: Ben Bilburn is a music producer known for his work on Chance the Rapper’s debut studio album "The Big Day."
-
A.
Ben Durrant
Ben Durrant is a musician best known as a member of the indie supergroup Gayngs.
-
B.
John Bluthal
John Bluthal was a Polish-born British actor best known for his comic roles in British television and film, including his memorable performance in the sitcom "The Vicar of Dibley."
-
C.
Kent Bateman
Kent Bateman is an American film and television producer, director, and actor, best known as the father of actor Jason Bateman and for his work in low-budget and independent productions.
-
D.
Bruce Broughton
Bruce Broughton is an American composer best known for his orchestral film and television scores, including work for Disney attractions and numerous Hollywood productions.
-
E.
Kurt Barlow
Kurt Barlow is the ancient, malevolent vampire antagonist in Stephen King’s horror novel "Salem’s Lot."
- 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_69ad85b3c9b08190857cae74c7f36da9 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb5a5cb88190be5624ae224e4c91 |
completed | March 8, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4daeff8c0819097e60f893e6669d5 |
completed | March 14, 2026, 3:50 a.m. |
| NEDg | Description generation | batch_69b4dedf1bb8819085ca054b3dfc95d8 |
completed | March 14, 2026, 4:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4df53bb648190af6507919fd4d59d |
completed | March 14, 2026, 4:08 a.m. |
Created at: March 8, 2026, 3:17 p.m.