Triple
T4208293
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Blueprint |
E93833
|
entity |
| Predicate | featuresArtist |
P1952
|
FINISHED |
| Object |
Biz Markie
Biz Markie was an American rapper, DJ, and producer best known for his humorous style and the 1989 hit single "Just a Friend."
|
E425088
|
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: Biz Markie | Statement: [The Blueprint, featuresArtist, Biz Markie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biz Markie Context triple: [The Blueprint, featuresArtist, Biz Markie]
-
A.
LL Cool J
LL Cool J is an American rapper and actor who emerged as one of hip-hop’s early stars and later became widely known for his roles in film and television.
-
B.
Flavor Flav
Flavor Flav is an American rapper and hype man best known as a founding member of the politically charged hip hop group Public Enemy and for his flamboyant persona and reality TV appearances.
-
C.
Doug E. Fresh
Doug E. Fresh is an American rapper, record producer, and pioneering human beatbox artist widely regarded as one of the originators of beatboxing in hip-hop.
-
D.
MC Hammer
MC Hammer is an American rapper, dancer, and entertainer best known for his early 1990s pop-rap hits like "U Can't Touch This" and his flashy, high-energy performances.
-
E.
Big Daddy Kane
Big Daddy Kane is an influential American rapper and lyricist from Brooklyn, renowned as a pioneering figure in late 1980s and early 1990s hip-hop for his complex wordplay and smooth delivery.
- 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: Biz Markie Triple: [The Blueprint, featuresArtist, Biz Markie]
Generated description
Biz Markie was an American rapper, DJ, and producer best known for his humorous style and the 1989 hit single "Just a Friend."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biz Markie Target entity description: Biz Markie was an American rapper, DJ, and producer best known for his humorous style and the 1989 hit single "Just a Friend."
-
A.
LL Cool J
LL Cool J is an American rapper and actor who emerged as one of hip-hop’s early stars and later became widely known for his roles in film and television.
-
B.
Flavor Flav
Flavor Flav is an American rapper and hype man best known as a founding member of the politically charged hip hop group Public Enemy and for his flamboyant persona and reality TV appearances.
-
C.
Doug E. Fresh
Doug E. Fresh is an American rapper, record producer, and pioneering human beatbox artist widely regarded as one of the originators of beatboxing in hip-hop.
-
D.
MC Hammer
MC Hammer is an American rapper, dancer, and entertainer best known for his early 1990s pop-rap hits like "U Can't Touch This" and his flashy, high-energy performances.
-
E.
Big Daddy Kane
Big Daddy Kane is an influential American rapper and lyricist from Brooklyn, renowned as a pioneering figure in late 1980s and early 1990s hip-hop for his complex wordplay and smooth delivery.
- 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b3480e2aa08190a0b24df3b0e4b272 |
completed | March 12, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a84ffb18819081fcd4b258ccfedf |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5a8e024a081909e7ecbe969793281 |
completed | March 14, 2026, 6:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5acefd1f881908226ff68a741552b |
completed | March 14, 2026, 6:46 p.m. |
Created at: March 12, 2026, 11:03 p.m.