Triple
T4014061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madlib |
E90712
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
MF DOOM
MF DOOM was a British-American underground hip-hop artist renowned for his intricate wordplay, masked supervillain persona, and influential alternative rap albums.
|
E406397
|
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: MF DOOM | Statement: [Madlib, collaboratedWith, MF DOOM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MF DOOM Context triple: [Madlib, collaboratedWith, MF DOOM]
-
A.
Pharoahe Monch
Pharoahe Monch is an American rapper and lyricist known for his complex wordplay, intricate rhyme schemes, and influential work in underground hip-hop.
-
B.
Cormega
Cormega is an American rapper from Queensbridge, New York, known for his gritty street narratives and association with the early Nas-led hip-hop collective The Firm.
-
C.
Ghostface Killah
Ghostface Killah is an American rapper best known as a prominent member of the Wu-Tang Clan and for his vivid, storytelling solo work.
-
D.
Benny the Butcher
Benny the Butcher is an American rapper from Buffalo, New York, known for his gritty street narratives, sharp lyricism, and work with the Griselda collective.
-
E.
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.
- 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: MF DOOM Triple: [Madlib, collaboratedWith, MF DOOM]
Generated description
MF DOOM was a British-American underground hip-hop artist renowned for his intricate wordplay, masked supervillain persona, and influential alternative rap albums.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MF DOOM Target entity description: MF DOOM was a British-American underground hip-hop artist renowned for his intricate wordplay, masked supervillain persona, and influential alternative rap albums.
-
A.
Pharoahe Monch
Pharoahe Monch is an American rapper and lyricist known for his complex wordplay, intricate rhyme schemes, and influential work in underground hip-hop.
-
B.
Cormega
Cormega is an American rapper from Queensbridge, New York, known for his gritty street narratives and association with the early Nas-led hip-hop collective The Firm.
-
C.
Ghostface Killah
Ghostface Killah is an American rapper best known as a prominent member of the Wu-Tang Clan and for his vivid, storytelling solo work.
-
D.
Benny the Butcher
Benny the Butcher is an American rapper from Buffalo, New York, known for his gritty street narratives, sharp lyricism, and work with the Griselda collective.
-
E.
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.
- 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_69aed95e44088190aff7d90a151b1b20 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa8ad6348190b71feaf8c18c90c2 |
completed | March 9, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c73e6048190a59a8d8bc12c907d |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54d1898d48190b717a17ad366918d |
completed | March 14, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54ded2e6c8190a6dc9ce2f5d474b8 |
completed | March 14, 2026, noon |
Created at: March 9, 2026, 3:35 p.m.