Triple

T6955042
Position Surface form Disambiguated ID Type / Status
Subject Marky Mark and the Funky Bunch E161219 entity
Predicate associatedAct P37 FINISHED
Object Loleatta Holloway
Loleatta Holloway was an American soul and disco singer renowned for her powerful, gospel-infused vocals and influential dance-floor anthems like "Love Sensation."
E630851 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: Loleatta Holloway | Statement: [Marky Mark and the Funky Bunch, associatedAct, Loleatta Holloway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loleatta Holloway
Context triple: [Marky Mark and the Funky Bunch, associatedAct, Loleatta Holloway]
  • A. Nell Carter
    Nell Carter was an American singer and Tony- and Emmy-winning actress best known for her starring role on the 1980s television sitcom "Gimme a Break!".
  • B. Cheryl Lynn
    Cheryl Lynn is an American R&B and disco singer best known for her 1978 hit single "Got to Be Real."
  • C. Thelma Evans
    Thelma Evans is a central character on the 1970s sitcom "Good Times," known as the smart, independent, and strong-willed daughter of the Evans family.
  • D. Patti LaBelle
    Patti LaBelle is an acclaimed American singer and entertainer known as the "Godmother of Soul" for her powerful vocals and influential contributions to R&B and soul music.
  • E. Delia Juanita Warrick
    Delia Juanita Warrick, better known as Dee Dee Warwick, was an American soul and R&B singer noted for her powerful vocals and recordings in the 1960s and 1970s.
  • 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: Loleatta Holloway
Triple: [Marky Mark and the Funky Bunch, associatedAct, Loleatta Holloway]
Generated description
Loleatta Holloway was an American soul and disco singer renowned for her powerful, gospel-infused vocals and influential dance-floor anthems like "Love Sensation."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loleatta Holloway
Target entity description: Loleatta Holloway was an American soul and disco singer renowned for her powerful, gospel-infused vocals and influential dance-floor anthems like "Love Sensation."
  • A. Nell Carter
    Nell Carter was an American singer and Tony- and Emmy-winning actress best known for her starring role on the 1980s television sitcom "Gimme a Break!".
  • B. Cheryl Lynn
    Cheryl Lynn is an American R&B and disco singer best known for her 1978 hit single "Got to Be Real."
  • C. Thelma Evans
    Thelma Evans is a central character on the 1970s sitcom "Good Times," known as the smart, independent, and strong-willed daughter of the Evans family.
  • D. Patti LaBelle
    Patti LaBelle is an acclaimed American singer and entertainer known as the "Godmother of Soul" for her powerful vocals and influential contributions to R&B and soul music.
  • E. Delia Juanita Warrick
    Delia Juanita Warrick, better known as Dee Dee Warwick, was an American soul and R&B singer noted for her powerful vocals and recordings in the 1960s and 1970s.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dace1a94819095311e4288f01784 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c75883f6888190a75515be49e7879e completed March 28, 2026, 4:26 a.m.
NEDg Description generation batch_69c759a5eebc8190934ea04a2ce20287 completed March 28, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c75a19d27c819089cfa625dfccfe6f completed March 28, 2026, 4:33 a.m.
Created at: March 27, 2026, 2:29 p.m.