Triple
T6478729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Digital Underground |
E146135
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Chopmaster J
Chopmaster J is an American hip hop producer and DJ best known as a founding member of the rap group Digital Underground.
|
E597030
|
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: Chopmaster J | Statement: [Digital Underground, member, Chopmaster J]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chopmaster J Context triple: [Digital Underground, member, Chopmaster J]
-
A.
Father MC
Father MC is an American hip hop artist known for his early 1990s work that blended rap with R&B influences and helped showcase future stars like Mary J. Blige and Jodeci.
-
B.
The Mad Rapper
The Mad Rapper is the satirical alter ego of hip-hop producer Deric "D-Dot" Angelettie, known from skits and appearances on late-1990s Bad Boy Records releases.
-
C.
Chop Shop
Chop Shop is a critically acclaimed 2007 independent drama film set in Queens, New York, following a young boy working in an auto-body repair district, directed by Ramin Bahrani.
-
D.
Go D.J.
"Go D.J." is a popular single by American rapper Lil Wayne, best known for its catchy Mannie Fresh-produced beat and its role in boosting Wayne’s mainstream prominence.
-
E.
Mighty Dub Katz
Mighty Dub Katz is an electronic music project and alias of British DJ and producer Norman Cook, better known as Fatboy Slim, noted for its house and dance tracks in the 1990s.
- 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: Chopmaster J Triple: [Digital Underground, member, Chopmaster J]
Generated description
Chopmaster J is an American hip hop producer and DJ best known as a founding member of the rap group Digital Underground.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chopmaster J Target entity description: Chopmaster J is an American hip hop producer and DJ best known as a founding member of the rap group Digital Underground.
-
A.
Father MC
Father MC is an American hip hop artist known for his early 1990s work that blended rap with R&B influences and helped showcase future stars like Mary J. Blige and Jodeci.
-
B.
The Mad Rapper
The Mad Rapper is the satirical alter ego of hip-hop producer Deric "D-Dot" Angelettie, known from skits and appearances on late-1990s Bad Boy Records releases.
-
C.
Chop Shop
Chop Shop is a critically acclaimed 2007 independent drama film set in Queens, New York, following a young boy working in an auto-body repair district, directed by Ramin Bahrani.
-
D.
Go D.J.
"Go D.J." is a popular single by American rapper Lil Wayne, best known for its catchy Mannie Fresh-produced beat and its role in boosting Wayne’s mainstream prominence.
-
E.
Mighty Dub Katz
Mighty Dub Katz is an electronic music project and alias of British DJ and producer Norman Cook, better known as Fatboy Slim, noted for its house and dance tracks in the 1990s.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a4d35f08190a94143367b1d45c5 |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c653aa82808190a1e9d420e81d7839 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6542017f4819085efe545dd25060f |
completed | March 27, 2026, 9:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c656d3533c819091a4255e354eccab |
completed | March 27, 2026, 10:07 a.m. |
Created at: March 22, 2026, 4:51 p.m.