Triple

T11546740
Position Surface form Disambiguated ID Type / Status
Subject DJ Hero E273792 entity
Predicate notableArtistFeatured P2487 FINISHED
Object Grandmaster Flash
Grandmaster Flash is a pioneering hip-hop DJ and turntablist widely credited with innovating techniques like cutting, backspinning, and scratching that helped define the genre.
 E931114 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: Grandmaster Flash | Statement: [DJ Hero, notableArtistFeatured, Grandmaster Flash]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grandmaster Flash
Context triple: [DJ Hero, notableArtistFeatured, Grandmaster Flash]
  • A. Pete Rock
    Pete Rock is an influential American hip hop producer and DJ known for his soulful, jazz-infused beats and classic 1990s collaborations.
  • B. KRS-One
    KRS-One is an American rapper and activist known as a pioneering figure in conscious hip-hop and a founding member of Boogie Down Productions.
  • C. Jason "Jam Master Jay" Mizell
    Jason "Jam Master Jay" Mizell was an influential American DJ and producer best known for shaping the sound and style of pioneering hip hop group Run-D.M.C.
  • D. Afrika Bambaataa
    Afrika Bambaataa is an American DJ and producer widely regarded as a pioneer of hip hop and electro-funk, instrumental in shaping early hip hop culture in the South Bronx.
  • 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: Grandmaster Flash
Triple: [DJ Hero, notableArtistFeatured, Grandmaster Flash]
Generated description
Grandmaster Flash is a pioneering hip-hop DJ and turntablist widely credited with innovating techniques like cutting, backspinning, and scratching that helped define the genre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grandmaster Flash
Target entity description: Grandmaster Flash is a pioneering hip-hop DJ and turntablist widely credited with innovating techniques like cutting, backspinning, and scratching that helped define the genre.
  • A. Pete Rock
    Pete Rock is an influential American hip hop producer and DJ known for his soulful, jazz-infused beats and classic 1990s collaborations.
  • B. KRS-One
    KRS-One is an American rapper and activist known as a pioneering figure in conscious hip-hop and a founding member of Boogie Down Productions.
  • C. Jason "Jam Master Jay" Mizell
    Jason "Jam Master Jay" Mizell was an influential American DJ and producer best known for shaping the sound and style of pioneering hip hop group Run-D.M.C.
  • D. Afrika Bambaataa
    Afrika Bambaataa is an American DJ and producer widely regarded as a pioneer of hip hop and electro-funk, instrumental in shaping early hip hop culture in the South Bronx.
  • 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_69d6aae4dfa48190a3ab0b19a159a3c5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d886e3ad548190b2c88332f5d919bd completed April 10, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69e685de2bf88190b1f59513fd47feeb completed April 20, 2026, 8 p.m.
NEDg Description generation batch_69e68fd9d1b88190ba6057a52f51c961 completed April 20, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69e69f3de9208190b65f25c3e2d6e222 completed April 20, 2026, 9:48 p.m.
Created at: April 8, 2026, 9:37 p.m.