Triple
T675338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Life of Pablo |
E13065
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Madlib
Madlib is an influential American hip-hop producer and DJ known for his experimental, sample-heavy style and collaborations with artists like MF DOOM and J Dilla.
|
E90712
|
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: Madlib | Statement: [The Life of Pablo, producer, Madlib]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madlib Context triple: [The Life of Pablo, producer, Madlib]
-
A.
J Dilla
J Dilla was a highly influential American hip-hop producer and rapper renowned for his innovative, soulful, and off-kilter approach to beat-making.
-
B.
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.
-
C.
Mike Will Made-It
Mike Will Made-It is an American record producer and songwriter known for crafting hit singles for artists like Miley Cyrus, Rae Sremmurd, and Kendrick Lamar, as well as for his own collaborative projects.
-
D.
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.
-
E.
Raekwon
Raekwon is an American rapper best known as a core member of the influential hip hop group Wu-Tang Clan and for his acclaimed solo album "Only Built 4 Cuban Linx...."
- 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: Madlib Triple: [The Life of Pablo, producer, Madlib]
Generated description
Madlib is an influential American hip-hop producer and DJ known for his experimental, sample-heavy style and collaborations with artists like MF DOOM and J Dilla.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madlib Target entity description: Madlib is an influential American hip-hop producer and DJ known for his experimental, sample-heavy style and collaborations with artists like MF DOOM and J Dilla.
-
A.
J Dilla
J Dilla was a highly influential American hip-hop producer and rapper renowned for his innovative, soulful, and off-kilter approach to beat-making.
-
B.
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.
-
C.
Mike Will Made-It
Mike Will Made-It is an American record producer and songwriter known for crafting hit singles for artists like Miley Cyrus, Rae Sremmurd, and Kendrick Lamar, as well as for his own collaborative projects.
-
D.
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.
-
E.
Raekwon
Raekwon is an American rapper best known as a core member of the influential hip hop group Wu-Tang Clan and for his acclaimed solo album "Only Built 4 Cuban Linx...."
- 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_69a4933d3bf88190972041cd8cf143b9 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a0266e7c8190a94c4b4b761c59f4 |
completed | March 1, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6666745d88190ad09c24724aeac99 |
completed | March 3, 2026, 4:41 a.m. |
| NEDg | Description generation | batch_69a666d46ce0819096b66eeb93e8ae89 |
completed | March 3, 2026, 4:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6673797a8819097b444d783fc8bdc |
completed | March 3, 2026, 4:44 a.m. |
Created at: March 1, 2026, 7:36 p.m.