Triple
T12990968
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mama Africa |
E321903
|
entity |
| Predicate | featuresArtist |
P1952
|
FINISHED |
| Object |
DJ Arafat
DJ Arafat was a hugely influential Ivorian coupé-décalé singer and DJ known across Francophone Africa for his energetic performances and hit tracks.
|
E1013965
|
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: DJ Arafat | Statement: [Mama Africa, featuresArtist, DJ Arafat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DJ Arafat Context triple: [Mama Africa, featuresArtist, DJ Arafat]
-
A.
DJ Dahi
DJ Dahi is an American record producer and DJ known for his innovative, genre-blending work with major hip-hop and R&B artists.
-
B.
DJ Daryl
DJ Daryl is a hip-hop producer best known for his work on 2Pac’s early recordings, including tracks from the album "Strictly 4 My N.I.G.G.A.Z...."
-
C.
DJ Durel
DJ Durel is an American record producer and engineer best known for his extensive work with the hip-hop trio Migos and contributions to the Atlanta trap sound.
-
D.
DJ Khalil
DJ Khalil is an American record producer and songwriter known for his atmospheric, hard-hitting hip-hop and R&B productions for major artists across the industry.
-
E.
DJ Frank E
DJ Frank E is an American record producer and songwriter known for crafting pop and hip-hop hits for major artists across the 2000s and 2010s.
- 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: DJ Arafat Triple: [Mama Africa, featuresArtist, DJ Arafat]
Generated description
DJ Arafat was a hugely influential Ivorian coupé-décalé singer and DJ known across Francophone Africa for his energetic performances and hit tracks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DJ Arafat Target entity description: DJ Arafat was a hugely influential Ivorian coupé-décalé singer and DJ known across Francophone Africa for his energetic performances and hit tracks.
-
A.
DJ Dahi
DJ Dahi is an American record producer and DJ known for his innovative, genre-blending work with major hip-hop and R&B artists.
-
B.
DJ Daryl
DJ Daryl is a hip-hop producer best known for his work on 2Pac’s early recordings, including tracks from the album "Strictly 4 My N.I.G.G.A.Z...."
-
C.
DJ Durel
DJ Durel is an American record producer and engineer best known for his extensive work with the hip-hop trio Migos and contributions to the Atlanta trap sound.
-
D.
DJ Khalil
DJ Khalil is an American record producer and songwriter known for his atmospheric, hard-hitting hip-hop and R&B productions for major artists across the industry.
-
E.
DJ Frank E
DJ Frank E is an American record producer and songwriter known for crafting pop and hip-hop hits for major artists across the 2000s and 2010s.
- 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_69d8076479b8819090afce3591939cdf |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e7765788190a9503ef055bc30ca |
completed | April 10, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8fb70f481908a9a4ca04d6bf93b |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6baa76e8c8190b84fd31657ef3385 |
completed | May 3, 2026, 3:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb7a0ae08190813411fa677430aa |
completed | May 3, 2026, 3:05 a.m. |
Created at: April 9, 2026, 8:43 p.m.