Triple

T3127692
Position Surface form Disambiguated ID Type / Status
Subject Follow God E65335 entity
Predicate producer P490 FINISHED
Object Ayo The Producer
Ayo The Producer is a hip-hop music producer best known for his work on Kanye West’s song “Follow God.”
E330250 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: Ayo The Producer | Statement: [Follow God, producer, Ayo The Producer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayo The Producer
Context triple: [Follow God, producer, Ayo The Producer]
  • A. Hit-Boy
    Hit-Boy is an American record producer and rapper known for crafting influential hip-hop and R&B hits for artists like Kanye West, Jay-Z, and Beyoncé.
  • B. Avenue Beatz
    Avenue Beatz is a music producer known for crafting contemporary hip-hop and R&B instrumentals and collaborations.
  • C. DJ Mustard
    DJ Mustard is an American record producer and DJ known for popularizing a minimalist, club-oriented West Coast hip hop sound and producing numerous chart-topping rap and R&B hits.
  • D. Legendury Beatz
    Legendury Beatz is a Nigerian record production duo known for crafting hit Afrobeats tracks for top artists such as Wizkid.
  • E. Swizz Beatz
    Swizz Beatz is an American record producer, rapper, and entrepreneur known for his influential work in hip-hop and collaborations with numerous major artists.
  • 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: Ayo The Producer
Triple: [Follow God, producer, Ayo The Producer]
Generated description
Ayo The Producer is a hip-hop music producer best known for his work on Kanye West’s song “Follow God.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayo The Producer
Target entity description: Ayo The Producer is a hip-hop music producer best known for his work on Kanye West’s song “Follow God.”
  • A. Hit-Boy
    Hit-Boy is an American record producer and rapper known for crafting influential hip-hop and R&B hits for artists like Kanye West, Jay-Z, and Beyoncé.
  • B. Avenue Beatz
    Avenue Beatz is a music producer known for crafting contemporary hip-hop and R&B instrumentals and collaborations.
  • C. DJ Mustard
    DJ Mustard is an American record producer and DJ known for popularizing a minimalist, club-oriented West Coast hip hop sound and producing numerous chart-topping rap and R&B hits.
  • D. Legendury Beatz
    Legendury Beatz is a Nigerian record production duo known for crafting hit Afrobeats tracks for top artists such as Wizkid.
  • E. Swizz Beatz
    Swizz Beatz is an American record producer, rapper, and entrepreneur known for his influential work in hip-hop and collaborations with numerous major artists.
  • 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada546a6648190bc4bc3e599e6aa95 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f7926248190b8f08e3a626e8eab completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2135f05c88190b926556828a038ac completed March 12, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69b214268d588190996d909297baaffc completed March 12, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:04 p.m.