Triple
T21455192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Return of the Boom Bap |
E529321
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Showbiz
Showbiz is an American hip-hop producer and DJ best known as one half of the duo Showbiz & A.G. and for his work with the Diggin' in the Crates Crew (D.I.T.C.).
|
E1485286
|
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: Showbiz | Statement: [Return of the Boom Bap, producer, Showbiz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Showbiz Context triple: [Return of the Boom Bap, producer, Showbiz]
-
A.
Showbiz
Showbiz is the 1999 debut studio album by English rock band Muse, showcasing their early alternative rock sound and themes of paranoia and social alienation.
-
B.
Show Business
"Show Business" is a track by A Tribe Called Quest that critiques the music industry and features guest verses from several prominent New York rappers.
-
C.
Show Business
Show Business is a 1944 American musical film featuring Nancy Kelly in a leading role, centered on the lives and careers of vaudeville performers.
-
D.
Yahoo Entertainment
Yahoo Entertainment is a digital media platform offering news, videos, and coverage of movies, TV, music, and celebrity culture.
-
E.
EntertainmentIndustry
The EntertainmentIndustry is the global network of businesses and creators that produce and distribute film, television, music, gaming, and other media that dominate contemporary leisure and cultural life.
- 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: Showbiz Triple: [Return of the Boom Bap, producer, Showbiz]
Generated description
Showbiz is an American hip-hop producer and DJ best known as one half of the duo Showbiz & A.G. and for his work with the Diggin' in the Crates Crew (D.I.T.C.).
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Showbiz Target entity description: Showbiz is an American hip-hop producer and DJ best known as one half of the duo Showbiz & A.G. and for his work with the Diggin' in the Crates Crew (D.I.T.C.).
-
A.
Showbiz
Showbiz is the 1999 debut studio album by English rock band Muse, showcasing their early alternative rock sound and themes of paranoia and social alienation.
-
B.
Show Business
"Show Business" is a track by A Tribe Called Quest that critiques the music industry and features guest verses from several prominent New York rappers.
-
C.
Show Business
Show Business is a 1944 American musical film featuring Nancy Kelly in a leading role, centered on the lives and careers of vaudeville performers.
-
D.
Yahoo Entertainment
Yahoo Entertainment is a digital media platform offering news, videos, and coverage of movies, TV, music, and celebrity culture.
-
E.
EntertainmentIndustry
The EntertainmentIndustry is the global network of businesses and creators that produce and distribute film, television, music, gaming, and other media that dominate contemporary leisure and cultural life.
- 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_69e0c457579481909db68053ed99750c |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9e9d612e081909d00ca59a3621cc9 |
completed | April 23, 2026, 9:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09c90ebd488190ab2ee8f8af98d1ae |
completed | May 17, 2026, 1:56 p.m. |
| NEDg | Description generation | batch_6a09c9a6b84881908f9193b89ded7361 |
completed | May 17, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09caa391588190808eb3dcaff07803 |
completed | May 17, 2026, 2:03 p.m. |
Created at: April 16, 2026, 6:08 p.m.