Triple
T1864823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Two Eleven |
E34895
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Tha Bizness
Tha Bizness is an American hip hop and R&B production duo known for crafting beats for prominent artists across the rap and urban music scenes.
|
E208287
|
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: Tha Bizness | Statement: [Two Eleven, producer, Tha Bizness]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tha Bizness Context triple: [Two Eleven, producer, Tha Bizness]
-
A.
In My Business
"In My Business" is a song by Whitney Houston from her 1998 album *My Love Is Your Love*, blending R&B and pop with themes of privacy and personal boundaries.
-
B.
Sure Thing
"Sure Thing" is a smooth, R&B love song by American singer Miguel that became one of his breakout hits and a fan favorite.
-
C.
Chingy
Chingy is an American rapper and actor best known for his early-2000s hit singles like "Right Thurr" and his association with the Disturbing tha Peace label.
-
D.
Bobby Bitch
"Bobby Bitch" is a 2014 hardcore hip-hop single by Brooklyn rapper Bobby Shmurda, known for its aggressive delivery and street-oriented lyrics.
-
E.
Back 2 HipHop
"Back 2 HipHop" is a track by the Black Eyed Peas from their album "Masters of the Sun Vol. 1" that pays homage to classic hip-hop style and culture.
- 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: Tha Bizness Triple: [Two Eleven, producer, Tha Bizness]
Generated description
Tha Bizness is an American hip hop and R&B production duo known for crafting beats for prominent artists across the rap and urban music scenes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tha Bizness Target entity description: Tha Bizness is an American hip hop and R&B production duo known for crafting beats for prominent artists across the rap and urban music scenes.
-
A.
In My Business
"In My Business" is a song by Whitney Houston from her 1998 album *My Love Is Your Love*, blending R&B and pop with themes of privacy and personal boundaries.
-
B.
Sure Thing
"Sure Thing" is a smooth, R&B love song by American singer Miguel that became one of his breakout hits and a fan favorite.
-
C.
Chingy
Chingy is an American rapper and actor best known for his early-2000s hit singles like "Right Thurr" and his association with the Disturbing tha Peace label.
-
D.
Bobby Bitch
"Bobby Bitch" is a 2014 hardcore hip-hop single by Brooklyn rapper Bobby Shmurda, known for its aggressive delivery and street-oriented lyrics.
-
E.
Back 2 HipHop
"Back 2 HipHop" is a track by the Black Eyed Peas from their album "Masters of the Sun Vol. 1" that pays homage to classic hip-hop style and culture.
- 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_69a88600b2f88190bc09303e68ab517e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abb0a0b4b881908b07c07db624701d |
completed | March 7, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1d540c0819099558507bdf2ffa4 |
completed | March 8, 2026, 7:45 p.m. |
| NEDg | Description generation | batch_69add2c4943c81909ff3163330aa4f80 |
completed | March 8, 2026, 7:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69add38c2b3c8190b0f33bc36d475a63 |
completed | March 8, 2026, 7:52 p.m. |
Created at: March 4, 2026, 7:34 p.m.