Triple

T12258908
Position Surface form Disambiguated ID Type / Status
Subject More Love, Less Ego E292170 entity
Predicate producer P490 FINISHED
Object Kel-P
Kel-P is a Nigerian record producer and songwriter known for crafting Afrobeat and Afropop hits for major artists such as Burna Boy and Wizkid.
E972997 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: Kel-P | Statement: [More Love, Less Ego, producer, Kel-P]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kel-P
Context triple: [More Love, Less Ego, producer, Kel-P]
  • A. K-Def
    K-Def is an American hip-hop producer and DJ known for his work in the 1990s East Coast scene, including influential collaborations with artists like Lords of the Underground and Ghostface Killah.
  • B. Kane Beatz
    Kane Beatz is an American record producer known for crafting hit hip-hop and rap tracks for major artists such as Lil Wayne, Nicki Minaj, and Trey Songz.
  • C. 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.
  • D. Yeti Beats
    Yeti Beats is an American record producer and songwriter best known for his work with Doja Cat and contributions to contemporary pop and hip-hop music.
  • E. J Kash
    J Kash is a music producer known for crafting and shaping tracks behind the scenes for recording 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: Kel-P
Triple: [More Love, Less Ego, producer, Kel-P]
Generated description
Kel-P is a Nigerian record producer and songwriter known for crafting Afrobeat and Afropop hits for major artists such as Burna Boy and Wizkid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kel-P
Target entity description: Kel-P is a Nigerian record producer and songwriter known for crafting Afrobeat and Afropop hits for major artists such as Burna Boy and Wizkid.
  • A. K-Def
    K-Def is an American hip-hop producer and DJ known for his work in the 1990s East Coast scene, including influential collaborations with artists like Lords of the Underground and Ghostface Killah.
  • B. Kane Beatz
    Kane Beatz is an American record producer known for crafting hit hip-hop and rap tracks for major artists such as Lil Wayne, Nicki Minaj, and Trey Songz.
  • C. 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.
  • D. Yeti Beats
    Yeti Beats is an American record producer and songwriter best known for his work with Doja Cat and contributions to contemporary pop and hip-hop music.
  • E. J Kash
    J Kash is a music producer known for crafting and shaping tracks behind the scenes for recording 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ccadc3c81908fe68adc3fdcc851 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60abfc8588190ab9300c6e5e59092 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f61a13fd1481908a06ca65b276e0e1 completed May 2, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69f61ad2bd0c8190ada37bc1f8ae160f completed May 2, 2026, 3:40 p.m.
Created at: April 8, 2026, 9:52 p.m.