Triple
T1132770
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Let Love |
E23068
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Black Milk
Black Milk is an American hip-hop producer and rapper known for his soulful, drum-heavy beats and collaborations with artists across the Detroit rap scene.
|
E137295
|
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: Black Milk | Statement: [Let Love, producer, Black Milk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Milk Context triple: [Let Love, producer, Black Milk]
-
A.
Rahzel
Rahzel is an American beatboxer and vocal percussionist renowned for his innovative ability to simultaneously sing and beatbox, and for his prominent work with the hip hop group The Roots.
-
B.
Sheck Wes
Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
-
C.
Vic Mensa
Vic Mensa is an American rapper and songwriter from Chicago known for his politically charged lyrics, genre-blending style, and collaborations with artists like Chance the Rapper and Kanye West.
-
D.
Lil Durk
Lil Durk is an American rapper and singer from Chicago known for his melodic drill style and as a leading figure in the modern hip-hop scene.
-
E.
Talib Kweli
Talib Kweli is an American rapper and activist known for his socially conscious lyrics and influential role in underground and alternative hip hop.
- 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: Black Milk Triple: [Let Love, producer, Black Milk]
Generated description
Black Milk is an American hip-hop producer and rapper known for his soulful, drum-heavy beats and collaborations with artists across the Detroit rap scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Milk Target entity description: Black Milk is an American hip-hop producer and rapper known for his soulful, drum-heavy beats and collaborations with artists across the Detroit rap scene.
-
A.
Rahzel
Rahzel is an American beatboxer and vocal percussionist renowned for his innovative ability to simultaneously sing and beatbox, and for his prominent work with the hip hop group The Roots.
-
B.
Sheck Wes
Sheck Wes is an American rapper and songwriter best known for his breakout hit single "Mo Bamba" and his association with Kanye West’s GOOD Music label.
-
C.
Vic Mensa
Vic Mensa is an American rapper and songwriter from Chicago known for his politically charged lyrics, genre-blending style, and collaborations with artists like Chance the Rapper and Kanye West.
-
D.
Lil Durk
Lil Durk is an American rapper and singer from Chicago known for his melodic drill style and as a leading figure in the modern hip-hop scene.
-
E.
Talib Kweli
Talib Kweli is an American rapper and activist known for his socially conscious lyrics and influential role in underground and alternative hip hop.
- 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_69a493ec75988190b63a11bafaec29b4 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bbfcdf848190a2917d796ca84b74 |
completed | March 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac76405074819089f001916748b466 |
completed | March 7, 2026, 7:02 p.m. |
| NEDg | Description generation | batch_69ac7864c59c8190bc2fa1ac8ce633db |
completed | March 7, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac7c57dfe4819081903c188084993b |
completed | March 7, 2026, 7:28 p.m. |
Created at: March 1, 2026, 7:44 p.m.