Triple

T7418059
Position Surface form Disambiguated ID Type / Status
Subject Smile E171177 entity
Predicate producer P490 FINISHED
Object Ayo N Keyz
Ayo N Keyz is a music production duo known for crafting contemporary hip-hop and R&B tracks for prominent artists.
 E664082 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 N Keyz | Statement: [Smile, producer, Ayo N Keyz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ayo N Keyz
Context triple: [Smile, producer, Ayo N Keyz]
  • A. Ayo The Producer
    Ayo The Producer is a hip-hop music producer best known for his work on Kanye West’s song “Follow God.”
  • B. Zaytoven
    Zaytoven is an American record producer and DJ known for his influential work in trap music and collaborations with major hip-hop artists.
  • C. Keef
    Keef is the nickname of Keith Richards, the iconic guitarist and founding member of the Rolling Stones.
  • D. Namba Hips
    Namba Hips is a distinctive commercial and entertainment complex in Osaka’s Namba district, known for its striking curved façade and shopping, dining, and leisure facilities.
  • E. Chingy
    Chingy is an American rapper and actor best known for his early-2000s hit singles like "Right Thurr" and his association with the Disturbing tha Peace label.
  • 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 N Keyz
Triple: [Smile, producer, Ayo N Keyz]
Generated description
Ayo N Keyz is a music production duo known for crafting contemporary hip-hop and R&B tracks for prominent artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ayo N Keyz
Target entity description: Ayo N Keyz is a music production duo known for crafting contemporary hip-hop and R&B tracks for prominent artists.
  • A. Ayo The Producer
    Ayo The Producer is a hip-hop music producer best known for his work on Kanye West’s song “Follow God.”
  • B. Zaytoven
    Zaytoven is an American record producer and DJ known for his influential work in trap music and collaborations with major hip-hop artists.
  • C. Keef
    Keef is the nickname of Keith Richards, the iconic guitarist and founding member of the Rolling Stones.
  • D. Namba Hips
    Namba Hips is a distinctive commercial and entertainment complex in Osaka’s Namba district, known for its striking curved façade and shopping, dining, and leisure facilities.
  • E. Chingy
    Chingy is an American rapper and actor best known for his early-2000s hit singles like "Right Thurr" and his association with the Disturbing tha Peace label.
  • 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2c9314c8190855b79a2e6ef3e9b completed March 27, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81eed92888190bf9d11ab91378fa9 completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c820cc51d0819083e5a939f9101f92 completed March 28, 2026, 6:41 p.m.
NED2 Entity disambiguation (via description) batch_69c8230e2b3481909a6460a38be2a478 completed March 28, 2026, 6:50 p.m.
Created at: March 27, 2026, 3:11 p.m.