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.