Triple

T19552800
Position Surface form Disambiguated ID Type / Status
Subject WAP E489233 entity
Predicate producer P490 FINISHED
Object Keyz
Keyz is a music producer best known for working on Cardi B’s hit single “WAP.”
 E1381265 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: Keyz | Statement: [WAP, producer, Keyz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Keyz
Context triple: [WAP, producer, Keyz]
  • A. Kid Ink
    Kid Ink is an American rapper, singer, and producer known for his melodic hip-hop tracks and collaborations with mainstream pop and R&B artists.
  • B. Lil Kesh
    Lil Kesh is a Nigerian rapper and singer known for his street-hop hits and prominence in the Yoruba-influenced contemporary Afrobeats scene.
  • C. Skyler "Skyz Muzik" Keeton
    Skyler "Skyz Muzik" Keeton is a music producer best known for his work on the hip-hop album "Year of the Dog... Again."
  • D. Fashawn
    Fashawn is an American hip-hop artist and rapper known for his introspective lyrics and collaborations with prominent figures in the underground and mainstream rap scenes.
  • E. Rahzel
    Rahzel is an American beatboxer and vocal percussionist renowned for his innovative ability to simultaneously sing and beatbox, and for his prominent work with the hip hop group The Roots.
  • 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: Keyz
Triple: [WAP, producer, Keyz]
Generated description
Keyz is a music producer best known for working on Cardi B’s hit single “WAP.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Keyz
Target entity description: Keyz is a music producer best known for working on Cardi B’s hit single “WAP.”
  • A. Kid Ink
    Kid Ink is an American rapper, singer, and producer known for his melodic hip-hop tracks and collaborations with mainstream pop and R&B artists.
  • B. Lil Kesh
    Lil Kesh is a Nigerian rapper and singer known for his street-hop hits and prominence in the Yoruba-influenced contemporary Afrobeats scene.
  • C. Skyler "Skyz Muzik" Keeton
    Skyler "Skyz Muzik" Keeton is a music producer best known for his work on the hip-hop album "Year of the Dog... Again."
  • D. Fashawn
    Fashawn is an American hip-hop artist and rapper known for his introspective lyrics and collaborations with prominent figures in the underground and mainstream rap scenes.
  • E. Rahzel
    Rahzel is an American beatboxer and vocal percussionist renowned for his innovative ability to simultaneously sing and beatbox, and for his prominent work with the hip hop group The Roots.
  • 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e63d315c68819087402802d624a8c9 completed April 20, 2026, 2:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074e8e25188190901a4883c5ad7f5e completed May 15, 2026, 4:49 p.m.
NEDg Description generation batch_6a074ef599a88190a1edd95887a0c092 completed May 15, 2026, 4:51 p.m.
NED2 Entity disambiguation (via description) batch_6a074fa5d4ec81908900ebf532408239 completed May 15, 2026, 4:53 p.m.
Created at: April 10, 2026, 1:41 p.m.