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.