Triple

T2289491
Position Surface form Disambiguated ID Type / Status
Subject Back to Basics E51469 entity
Predicate producer P490 FINISHED
Object DJ Scratch
DJ Scratch is an American DJ and hip-hop producer renowned for his intricate turntablism and influential work with artists like EPMD, Busta Rhymes, and Jay-Z.
E252705 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: DJ Scratch | Statement: [Back to Basics, producer, DJ Scratch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DJ Scratch
Context triple: [Back to Basics, producer, DJ Scratch]
  • A. DJ Clue
    DJ Clue is an American DJ and mixtape pioneer known for his influential role in East Coast hip hop and for breaking numerous rap artists through his popular mixtape series and radio shows.
  • B. DJ Hi-Tek
    DJ Hi-Tek is a hip-hop producer and DJ best known for his work with Mos Def and Talib Kweli, particularly as part of the group Reflection Eternal.
  • C. Lord Finesse
    Lord Finesse is an American hip-hop MC and producer from the Bronx, best known as a founding member of the Diggin' in the Crates Crew and for his influential work in 1990s East Coast rap.
  • D. DJ Dahi
    DJ Dahi is an American record producer and DJ known for his innovative, genre-blending work with major hip-hop and R&B artists.
  • E. DJ Toomp
    DJ Toomp is an American record producer and DJ best known for his influential work in Southern hip hop, including crafting hits for artists like T.I. and Kanye West.
  • 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: DJ Scratch
Triple: [Back to Basics, producer, DJ Scratch]
Generated description
DJ Scratch is an American DJ and hip-hop producer renowned for his intricate turntablism and influential work with artists like EPMD, Busta Rhymes, and Jay-Z.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DJ Scratch
Target entity description: DJ Scratch is an American DJ and hip-hop producer renowned for his intricate turntablism and influential work with artists like EPMD, Busta Rhymes, and Jay-Z.
  • A. DJ Clue
    DJ Clue is an American DJ and mixtape pioneer known for his influential role in East Coast hip hop and for breaking numerous rap artists through his popular mixtape series and radio shows.
  • B. DJ Hi-Tek
    DJ Hi-Tek is a hip-hop producer and DJ best known for his work with Mos Def and Talib Kweli, particularly as part of the group Reflection Eternal.
  • C. Lord Finesse
    Lord Finesse is an American hip-hop MC and producer from the Bronx, best known as a founding member of the Diggin' in the Crates Crew and for his influential work in 1990s East Coast rap.
  • D. DJ Dahi
    DJ Dahi is an American record producer and DJ known for his innovative, genre-blending work with major hip-hop and R&B artists.
  • E. DJ Toomp
    DJ Toomp is an American record producer and DJ best known for his influential work in Southern hip hop, including crafting hits for artists like T.I. and Kanye West.
  • 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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc273b67c8190bcd96f9a484647ef completed March 7, 2026, 6:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f1e84ac819096cb62ce5e94d865 completed March 9, 2026, 8:04 a.m.
NEDg Description generation batch_69ae7fee12ac8190bb9924f7467434a6 completed March 9, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69ae8061cd348190b0b0b65dcf730f99 completed March 9, 2026, 8:10 a.m.
Created at: March 4, 2026, 7:48 p.m.