Triple
T20124799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perfect Darkness |
E490721
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Billy Bush
Billy Bush is an American record producer and audio engineer best known for his long-time collaboration with the band Garbage and work with various alternative rock artists.
|
E1412718
|
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 Bush | Statement: [Perfect Darkness, producer, Billy Bush]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Billy Bush Context triple: [Perfect Darkness, producer, Billy Bush]
-
A.
Billy Bush
Billy Bush is an American television and radio host best known for his entertainment news work and his involvement in the leaked 2005 "Access Hollywood" tape with Donald Trump.
-
B.
Johnny Bush
Johnny Bush was an American country music singer and songwriter known for his powerful honky-tonk style and the hit song "Whiskey River."
-
C.
Howard Cannon
Howard Cannon is a computer scientist and entrepreneur best known as one of the founders of the pioneering artificial intelligence company Symbolics.
-
D.
Michael Bolton
Michael Bolton is an American singer and songwriter known for his powerful, soulful ballads and successful pop and adult contemporary hits, especially in the late 1980s and early 1990s.
-
E.
Josh Gracin
Josh Gracin is an American country music singer and former U.S. Marine who gained national recognition as a standout contestant on the second season of American Idol.
- 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 Bush Triple: [Perfect Darkness, producer, Billy Bush]
Generated description
Billy Bush is an American record producer and audio engineer best known for his long-time collaboration with the band Garbage and work with various alternative rock artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Billy Bush Target entity description: Billy Bush is an American record producer and audio engineer best known for his long-time collaboration with the band Garbage and work with various alternative rock artists.
-
A.
Billy Bush
Billy Bush is an American television and radio host best known for his entertainment news work and his involvement in the leaked 2005 "Access Hollywood" tape with Donald Trump.
-
B.
Johnny Bush
Johnny Bush was an American country music singer and songwriter known for his powerful honky-tonk style and the hit song "Whiskey River."
-
C.
Howard Cannon
Howard Cannon is a computer scientist and entrepreneur best known as one of the founders of the pioneering artificial intelligence company Symbolics.
-
D.
Michael Bolton
Michael Bolton is an American singer and songwriter known for his powerful, soulful ballads and successful pop and adult contemporary hits, especially in the late 1980s and early 1990s.
-
E.
Josh Gracin
Josh Gracin is an American country music singer and former U.S. Marine who gained national recognition as a standout contestant on the second season of American Idol.
- 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_69da62651a0c8190a3e05e95e056a66b |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e667412b888190b43f7dd1ccdbad01 |
completed | April 20, 2026, 5:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a082dd9c1448190aa4038899470daf0 |
completed | May 16, 2026, 8:42 a.m. |
| NEDg | Description generation | batch_6a082e93a1e88190bac5daae12ece9f2 |
completed | May 16, 2026, 8:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a082f334dd481908edb6ea3ae07e0a7 |
completed | May 16, 2026, 8:47 a.m. |
Created at: April 11, 2026, 11:31 p.m.