Triple
T15433713
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hieroglyphics |
E369702
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
DJ Toure
DJ Toure is an American hip-hop DJ and producer best known for his work with the Oakland-based Hieroglyphics collective and contributions to the West Coast underground rap scene.
|
E1156500
|
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 Toure | Statement: [Hieroglyphics, member, DJ Toure]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DJ Toure Context triple: [Hieroglyphics, member, DJ Toure]
-
A.
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.
-
B.
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.
-
C.
DJ Tambe
DJ Tambe is an award-winning tattoo artist best known for his multiple championship wins on the reality competition series "Ink Master" and his role as a judge on the show.
-
D.
DJ Coublon
DJ Coublon is a Nigerian music producer known for crafting hit Afrobeat and Afropop tracks for prominent African artists.
-
E.
DJ Die
DJ Die is a British drum and bass DJ and producer from Bristol, known for his influential role in shaping the city’s distinctive sound and its global reputation in electronic music.
- 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 Toure Triple: [Hieroglyphics, member, DJ Toure]
Generated description
DJ Toure is an American hip-hop DJ and producer best known for his work with the Oakland-based Hieroglyphics collective and contributions to the West Coast underground rap scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DJ Toure Target entity description: DJ Toure is an American hip-hop DJ and producer best known for his work with the Oakland-based Hieroglyphics collective and contributions to the West Coast underground rap scene.
-
A.
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.
-
B.
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.
-
C.
DJ Tambe
DJ Tambe is an award-winning tattoo artist best known for his multiple championship wins on the reality competition series "Ink Master" and his role as a judge on the show.
-
D.
DJ Coublon
DJ Coublon is a Nigerian music producer known for crafting hit Afrobeat and Afropop tracks for prominent African artists.
-
E.
DJ Die
DJ Die is a British drum and bass DJ and producer from Bristol, known for his influential role in shaping the city’s distinctive sound and its global reputation in electronic music.
- 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_69d85a19180081909925012fbf4e62a3 |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03eda01cc8190843e23b260b8503c |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff1a8546948190a69ae1306bc19c64 |
completed | May 9, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_69ff1bd48e548190b6b38507e8d1a1c8 |
completed | May 9, 2026, 11:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff1c51d84c8190bb039c029b7efdbe |
completed | May 9, 2026, 11:36 a.m. |
Created at: April 10, 2026, 3:21 a.m.