Triple

T7342529
Position Surface form Disambiguated ID Type / Status
Subject Faithfully E169290 entity
Predicate producer P490 FINISHED
Object Mario "Yellow Man" Winans
Mario "Yellow Man" Winans is an American R&B singer, songwriter, and record producer best known for his solo hit "I Don't Wanna Know" and extensive work with Bad Boy Records artists.
 E658609 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: Mario "Yellow Man" Winans | Statement: [Faithfully, producer, Mario "Yellow Man" Winans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mario "Yellow Man" Winans
Context triple: [Faithfully, producer, Mario "Yellow Man" Winans]
  • A. Kenneth "Babyface" Edmonds
    Kenneth "Babyface" Edmonds is an American R&B singer, songwriter, and producer renowned for crafting numerous hit ballads and shaping the sound of contemporary R&B in the late 20th century.
  • B. Kirk Franklin
    Kirk Franklin is an American gospel musician, choir director, and songwriter known for pioneering contemporary urban gospel by blending traditional church music with hip-hop and R&B influences.
  • C. Johnny Gill
    Johnny Gill is an American R&B singer known both for his solo career and for joining the legendary boy band New Edition in the late 1980s.
  • D. Luther Vandross
    Luther Vandross was an American R&B and soul singer, songwriter, and producer renowned for his smooth, emotive vocals and classic love ballads.
  • E. Brian McKnight
    Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
  • 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: Mario "Yellow Man" Winans
Triple: [Faithfully, producer, Mario "Yellow Man" Winans]
Generated description
Mario "Yellow Man" Winans is an American R&B singer, songwriter, and record producer best known for his solo hit "I Don't Wanna Know" and extensive work with Bad Boy Records artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mario "Yellow Man" Winans
Target entity description: Mario "Yellow Man" Winans is an American R&B singer, songwriter, and record producer best known for his solo hit "I Don't Wanna Know" and extensive work with Bad Boy Records artists.
  • A. Kenneth "Babyface" Edmonds
    Kenneth "Babyface" Edmonds is an American R&B singer, songwriter, and producer renowned for crafting numerous hit ballads and shaping the sound of contemporary R&B in the late 20th century.
  • B. Kirk Franklin
    Kirk Franklin is an American gospel musician, choir director, and songwriter known for pioneering contemporary urban gospel by blending traditional church music with hip-hop and R&B influences.
  • C. Johnny Gill
    Johnny Gill is an American R&B singer known both for his solo career and for joining the legendary boy band New Edition in the late 1980s.
  • D. Luther Vandross
    Luther Vandross was an American R&B and soul singer, songwriter, and producer renowned for his smooth, emotive vocals and classic love ballads.
  • E. Brian McKnight
    Brian McKnight is an American R&B singer, songwriter, producer, and multi-instrumentalist known for his smooth vocals and romantic ballads.
  • 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_69c68a57710481909f0c1f3c6ebdb6f2 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0db2db8819088c4bed5d65571f6 completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa867b7881908590ca1ea195b1b5 completed March 28, 2026, 3:57 p.m.
NEDg Description generation batch_69c7fc13167c819084ff05d780fc4394 completed March 28, 2026, 4:04 p.m.
NED2 Entity disambiguation (via description) batch_69c7fd453fac8190862000bd670b5695 completed March 28, 2026, 4:09 p.m.
Created at: March 27, 2026, 3:04 p.m.