Triple

T4696177
Position Surface form Disambiguated ID Type / Status
Subject Martin Kemp E104146 entity
Predicate spouse P13 FINISHED
Object Shirlie Holliman
Shirlie Holliman is an English singer best known as one half of the pop duo Pepsi & Shirlie and for her work as a backing vocalist for Wham!.
E474568 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: Shirlie Holliman | Statement: [Martin Kemp, spouse, Shirlie Holliman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shirlie Holliman
Context triple: [Martin Kemp, spouse, Shirlie Holliman]
  • A. Shirley Franklin
    Shirley Franklin is an American politician who served as the first female mayor of Atlanta and the first African-American woman to serve as mayor of a major Southern city.
  • B. Ruby Aldridge
    Ruby Aldridge is an American fashion model known for her runway and editorial work with major designers and magazines.
  • C. Wanya Morris
    Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
  • D. Leola Brown
    Leola Brown was the wife of Oliver Brown, the named plaintiff in the landmark U.S. Supreme Court school desegregation case Brown v. Board of Education.
  • E. Gloria Hatrick McLean
    Gloria Hatrick McLean was an American actress and model best known as the longtime wife of Hollywood star James Stewart and for her involvement in social and charitable activities.
  • 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: Shirlie Holliman
Triple: [Martin Kemp, spouse, Shirlie Holliman]
Generated description
Shirlie Holliman is an English singer best known as one half of the pop duo Pepsi & Shirlie and for her work as a backing vocalist for Wham!.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shirlie Holliman
Target entity description: Shirlie Holliman is an English singer best known as one half of the pop duo Pepsi & Shirlie and for her work as a backing vocalist for Wham!.
  • A. Shirley Franklin
    Shirley Franklin is an American politician who served as the first female mayor of Atlanta and the first African-American woman to serve as mayor of a major Southern city.
  • B. Ruby Aldridge
    Ruby Aldridge is an American fashion model known for her runway and editorial work with major designers and magazines.
  • C. Wanya Morris
    Wanya Morris is an American R&B singer best known as a member of the vocal group Boyz II Men.
  • D. Leola Brown
    Leola Brown was the wife of Oliver Brown, the named plaintiff in the landmark U.S. Supreme Court school desegregation case Brown v. Board of Education.
  • E. Gloria Hatrick McLean
    Gloria Hatrick McLean was an American actress and model best known as the longtime wife of Hollywood star James Stewart and for her involvement in social and charitable activities.
  • 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_69bd43df91f481908e9add1b617b60ef completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd63b2eb708190962f460063615f9a completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5c84eb4481908a7188672624bc4d completed March 21, 2026, 8:53 a.m.
NEDg Description generation batch_69be606d92208190a986ea437539b846 completed March 21, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69be60c64a488190b4ceef60b070b6f8 completed March 21, 2026, 9:11 a.m.
Created at: March 20, 2026, 1:17 p.m.