Triple

T23264581
Position Surface form Disambiguated ID Type / Status
Subject K-Ci & JoJo E582109 entity
Predicate member P10 FINISHED
Object Cedric "K-Ci" Hailey
Cedric "K-Ci" Hailey is an American R&B singer best known as one half of the duo K-Ci & JoJo and as a lead vocalist of the group Jodeci.
 E1576506 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: Cedric "K-Ci" Hailey | Statement: [K-Ci & JoJo, member, Cedric "K-Ci" Hailey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cedric "K-Ci" Hailey
Context triple: [K-Ci & JoJo, member, Cedric "K-Ci" Hailey]
  • A. Darryl Glover
    Darryl Glover is a character in Cory Doctorow’s novel "Little Brother," known as one of Marcus Yallow’s close friends and fellow teenage rebels against an oppressive surveillance state.
  • B. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • C. Kene Holliday
    Kene Holliday is an American actor best known for his role as investigator Tyler Hudson on the television series "Matlock."
  • D. Reginald McKnight
    Reginald McKnight is an American author and professor known for his short stories and novels that explore African American identity, culture, and contemporary life.
  • E. Kenny Sheard
    Kenny Sheard is a stunt performer and actor known for his work in high-octane action films.
  • 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: Cedric "K-Ci" Hailey
Triple: [K-Ci & JoJo, member, Cedric "K-Ci" Hailey]
Generated description
Cedric "K-Ci" Hailey is an American R&B singer best known as one half of the duo K-Ci & JoJo and as a lead vocalist of the group Jodeci.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cedric "K-Ci" Hailey
Target entity description: Cedric "K-Ci" Hailey is an American R&B singer best known as one half of the duo K-Ci & JoJo and as a lead vocalist of the group Jodeci.
  • A. Darryl Glover
    Darryl Glover is a character in Cory Doctorow’s novel "Little Brother," known as one of Marcus Yallow’s close friends and fellow teenage rebels against an oppressive surveillance state.
  • B. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • C. Kene Holliday
    Kene Holliday is an American actor best known for his role as investigator Tyler Hudson on the television series "Matlock."
  • D. Reginald McKnight
    Reginald McKnight is an American author and professor known for his short stories and novels that explore African American identity, culture, and contemporary life.
  • E. Kenny Sheard
    Kenny Sheard is a stunt performer and actor known for his work in high-octane action films.
  • 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_69e246079f58819085eaa9c260906880 completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f194cb76c48190869915cd93b44fcc completed April 29, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f723d4081909c2ff75ba4ada497 completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c405be1188190b6622665e448bbe7 completed May 19, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40bece448190bb9fd1a3058a1f06 completed May 19, 2026, 10:51 a.m.
Created at: April 17, 2026, 4:11 p.m.