Triple
T8841140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Colores |
E210392
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Afro Bros
Afro Bros are a Dutch DJ and production duo known for their Latin-influenced dance and reggaeton hits and high-energy club tracks.
|
E761141
|
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: Afro Bros | Statement: [Colores, producer, Afro Bros]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Afro Bros Context triple: [Colores, producer, Afro Bros]
-
A.
Souls of Mischief
Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
-
B.
Geto Boys
Geto Boys are a pioneering Houston-based hip hop group known for their hardcore, politically charged lyrics and major influence on Southern rap.
-
C.
Goodie Mob
Goodie Mob is an influential Atlanta-based hip hop group known for its socially conscious lyrics and role in pioneering Southern rap alongside acts like Outkast.
-
D.
Nappy Roots
Nappy Roots is an American alternative Southern rap group best known for their early-2000s hits like "Awnaw" and "Po' Folks," blending soulful production with socially conscious, down-to-earth lyrics.
-
E.
Jungle Brothers
Jungle Brothers are an influential New York hip hop group known for pioneering the fusion of jazz, house, and Afrocentric themes within late-1980s and early-1990s rap.
- 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: Afro Bros Triple: [Colores, producer, Afro Bros]
Generated description
Afro Bros are a Dutch DJ and production duo known for their Latin-influenced dance and reggaeton hits and high-energy club tracks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Afro Bros Target entity description: Afro Bros are a Dutch DJ and production duo known for their Latin-influenced dance and reggaeton hits and high-energy club tracks.
-
A.
Souls of Mischief
Souls of Mischief is an Oakland-based hip hop group known for their intricate lyricism, jazzy production, and membership in the Hieroglyphics collective.
-
B.
Geto Boys
Geto Boys are a pioneering Houston-based hip hop group known for their hardcore, politically charged lyrics and major influence on Southern rap.
-
C.
Goodie Mob
Goodie Mob is an influential Atlanta-based hip hop group known for its socially conscious lyrics and role in pioneering Southern rap alongside acts like Outkast.
-
D.
Nappy Roots
Nappy Roots is an American alternative Southern rap group best known for their early-2000s hits like "Awnaw" and "Po' Folks," blending soulful production with socially conscious, down-to-earth lyrics.
-
E.
Jungle Brothers
Jungle Brothers are an influential New York hip hop group known for pioneering the fusion of jazz, house, and Afrocentric themes within late-1980s and early-1990s rap.
- 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_69ca838967bc8190b46c3c80a2887ea4 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc60876c6c8190b1b490e447e1cf4b |
completed | April 1, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf899c5b288190b854acebc9fe33d1 |
completed | April 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69cf8ab7da348190b423f0768fe9dc1a |
completed | April 3, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8bd252a4819098891bbb67baf897 |
completed | April 3, 2026, 9:43 a.m. |
Created at: March 30, 2026, 6:48 p.m.