Triple
T4014057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madlib |
E90712
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Madvillain
Madvillain is an underground hip hop duo consisting of producer Madlib and rapper MF DOOM, acclaimed for their influential 2004 album "Madvillainy."
|
E408074
|
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: Madvillain | Statement: [Madlib, memberOf, Madvillain]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madvillain Context triple: [Madlib, memberOf, Madvillain]
-
A.
Madvillainy
Madvillainy is a critically acclaimed 2004 underground hip-hop album by the duo Madvillain, known for its dense lyricism, experimental production, and lasting influence on alternative rap.
-
B.
Gang Starr Foundation
Gang Starr Foundation is a loose collective of hip-hop artists and affiliates centered around the legendary duo Gang Starr, known for its influential contributions to East Coast rap in the 1990s.
-
C.
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.
-
D.
Junkie XL
Junkie XL, also known as Tom Holkenborg, is a Dutch composer, multi-instrumentalist, and producer renowned for his high-energy film scores and electronic music work.
-
E.
Gang Starr
Gang Starr was a highly influential American hip hop duo known for its jazz-infused beats and socially conscious lyrics, consisting of rapper Guru and producer DJ Premier.
- 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: Madvillain Triple: [Madlib, memberOf, Madvillain]
Generated description
Madvillain is an underground hip hop duo consisting of producer Madlib and rapper MF DOOM, acclaimed for their influential 2004 album "Madvillainy."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madvillain Target entity description: Madvillain is an underground hip hop duo consisting of producer Madlib and rapper MF DOOM, acclaimed for their influential 2004 album "Madvillainy."
-
A.
Madvillainy
Madvillainy is a critically acclaimed 2004 underground hip-hop album by the duo Madvillain, known for its dense lyricism, experimental production, and lasting influence on alternative rap.
-
B.
Gang Starr Foundation
Gang Starr Foundation is a loose collective of hip-hop artists and affiliates centered around the legendary duo Gang Starr, known for its influential contributions to East Coast rap in the 1990s.
-
C.
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.
-
D.
Junkie XL
Junkie XL, also known as Tom Holkenborg, is a Dutch composer, multi-instrumentalist, and producer renowned for his high-energy film scores and electronic music work.
-
E.
Gang Starr
Gang Starr was a highly influential American hip hop duo known for its jazz-infused beats and socially conscious lyrics, consisting of rapper Guru and producer DJ Premier.
- 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_69b556295aa081908e803233b986fec9 |
completed | March 14, 2026, 12:35 p.m. |
| NEDg | Description generation | batch_69b556dd4c4c819082c08f0278f174a3 |
completed | March 14, 2026, 12:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b557e929088190878c9af98207f64a |
completed | March 14, 2026, 12:43 p.m. |
Created at: March 9, 2026, 3:35 p.m.