Triple

T13793619
Position Surface form Disambiguated ID Type / Status
Subject Tetsuo & Youth E331458 entity
Predicate producer P490 FINISHED
Object VohnBeatz
VohnBeatz is a music producer best known for his work on Lupe Fiasco’s critically acclaimed album "Tetsuo & Youth."
E1061067 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: VohnBeatz | Statement: [Tetsuo & Youth, producer, VohnBeatz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: VohnBeatz
Context triple: [Tetsuo & Youth, producer, VohnBeatz]
  • A. Speroach Beatz
    Speroach Beatz is a Nigerian record producer and songwriter known for crafting hit Afrobeats tracks for major artists in the contemporary African music scene.
  • B. GuiltyBeatz
    GuiltyBeatz is a Ghana-based Nigerian record producer and DJ known for his influential work in Afrobeats and collaborations with prominent African artists.
  • C. Kenny Beats
    Kenny Beats is an American record producer and songwriter known for his versatile work across hip-hop and alternative music, including collaborations with artists like Denzel Curry, Rico Nasty, and Vince Staples.
  • D. StreetBeatz
    StreetBeatz is a Ghanaian music producer known for crafting hit songs in the Afrobeats and hip-hop scenes.
  • E. CuBeatz
    CuBeatz is a German hip-hop production duo known for crafting atmospheric, melodic trap beats for prominent artists in the U.S. and international rap scenes.
  • 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: VohnBeatz
Triple: [Tetsuo & Youth, producer, VohnBeatz]
Generated description
VohnBeatz is a music producer best known for his work on Lupe Fiasco’s critically acclaimed album "Tetsuo & Youth."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: VohnBeatz
Target entity description: VohnBeatz is a music producer best known for his work on Lupe Fiasco’s critically acclaimed album "Tetsuo & Youth."
  • A. Speroach Beatz
    Speroach Beatz is a Nigerian record producer and songwriter known for crafting hit Afrobeats tracks for major artists in the contemporary African music scene.
  • B. GuiltyBeatz
    GuiltyBeatz is a Ghana-based Nigerian record producer and DJ known for his influential work in Afrobeats and collaborations with prominent African artists.
  • C. Kenny Beats
    Kenny Beats is an American record producer and songwriter known for his versatile work across hip-hop and alternative music, including collaborations with artists like Denzel Curry, Rico Nasty, and Vince Staples.
  • D. StreetBeatz
    StreetBeatz is a Ghanaian music producer known for crafting hit songs in the Afrobeats and hip-hop scenes.
  • E. CuBeatz
    CuBeatz is a German hip-hop production duo known for crafting atmospheric, melodic trap beats for prominent artists in the U.S. and international rap scenes.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0259b0e4819081c11ced694384fb completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b083387081909c6f4beb0e12cf36 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b210ce24819091dc387f128f99e8 completed May 3, 2026, 8:37 p.m.
Created at: April 9, 2026, 10:11 p.m.