Triple

T20334855
Position Surface form Disambiguated ID Type / Status
Subject Cheryl Gamble E492582 entity
Predicate stageName P7872 FINISHED
Object Coko
Coko is an American R&B singer best known as the lead vocalist of the Grammy-winning girl group SWV (Sisters With Voices).
 E1425418 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: Coko | Statement: [Cheryl Gamble, stageName, Coko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Coko
Context triple: [Cheryl Gamble, stageName, Coko]
  • A. Mama Coco
    Mama Coco is a central elderly character in Pixar’s animated film "Coco," known as Miguel’s great-grandmother whose memories are key to preserving her father’s legacy.
  • B. Kioko
    Kioko is an alternative name for the Chokwe, a Bantu-speaking ethnic group of Central and Southern Africa known for their rich artistic and cultural traditions.
  • C. Sisqó
    Sisqó is an American R&B singer, songwriter, and producer best known as the flamboyant frontman of Dru Hill and for his solo hit "Thong Song."
  • D. Cherrelle
    Cherrelle is an American R&B singer best known for her 1980s hits and collaborations with producers Jimmy Jam and Terry Lewis.
  • E. Kizzy
    Kizzy is a memorable character from Alex Haley’s saga "Roots," portrayed as a strong, resilient woman who embodies the struggles and spirit of enslaved African Americans.
  • 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: Coko
Triple: [Cheryl Gamble, stageName, Coko]
Generated description
Coko is an American R&B singer best known as the lead vocalist of the Grammy-winning girl group SWV (Sisters With Voices).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Coko
Target entity description: Coko is an American R&B singer best known as the lead vocalist of the Grammy-winning girl group SWV (Sisters With Voices).
  • A. Mama Coco
    Mama Coco is a central elderly character in Pixar’s animated film "Coco," known as Miguel’s great-grandmother whose memories are key to preserving her father’s legacy.
  • B. Kioko
    Kioko is an alternative name for the Chokwe, a Bantu-speaking ethnic group of Central and Southern Africa known for their rich artistic and cultural traditions.
  • C. Sisqó
    Sisqó is an American R&B singer, songwriter, and producer best known as the flamboyant frontman of Dru Hill and for his solo hit "Thong Song."
  • D. Cherrelle
    Cherrelle is an American R&B singer best known for her 1980s hits and collaborations with producers Jimmy Jam and Terry Lewis.
  • E. Kizzy
    Kizzy is a memorable character from Alex Haley’s saga "Roots," portrayed as a strong, resilient woman who embodies the struggles and spirit of enslaved African Americans.
  • 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_69e0b4a1a09881908d97270d6971a25a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e677ea8a088190b2b37accd6b24277 completed April 20, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08695627048190bd58a00534bacce4 completed May 16, 2026, 12:55 p.m.
NEDg Description generation batch_6a0869e2a80481909105005195330dc9 completed May 16, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a086a6812a08190b4594fa9b6054355 completed May 16, 2026, 1 p.m.
Created at: April 16, 2026, 11:23 a.m.