Triple
T4696178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martin Kemp |
E104146
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Shirlie Kemp
Shirlie Kemp is an English singer best known as a backing vocalist for Wham! and as one half of the pop duo Pepsi & Shirlie.
|
E471758
|
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 Kemp | Statement: [Martin Kemp, spouse, Shirlie Kemp]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shirlie Kemp Context triple: [Martin Kemp, spouse, Shirlie Kemp]
-
A.
Shirley Bennett
Shirley Bennett is a devout, motherly yet strong-willed member of the Greendale study group on the sitcom "Community," known for her Christian faith, entrepreneurial ambitions, and occasional bursts of righteous anger.
-
B.
Lesley Sharp
Lesley Sharp is an English actress known for her work in television, film, and theatre, including prominent roles in series such as "Scott & Bailey" and "Afterlife."
-
C.
Annette Kaye
Annette Kaye is known as one of Larry King's former wives, with whom he reportedly had a brief marriage and a son.
-
D.
Barbara Trentham
Barbara Trentham was an American model and actress who later became a painter, known in part for her marriage to British comedian John Cleese.
-
E.
Sherrill Milnes
Sherrill Milnes is an acclaimed American operatic baritone renowned for his powerful voice and leading roles in major international opera houses, particularly the Metropolitan Opera.
- 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 Kemp Triple: [Martin Kemp, spouse, Shirlie Kemp]
Generated description
Shirlie Kemp is an English singer best known as a backing vocalist for Wham! and as one half of the pop duo Pepsi & Shirlie.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shirlie Kemp Target entity description: Shirlie Kemp is an English singer best known as a backing vocalist for Wham! and as one half of the pop duo Pepsi & Shirlie.
-
A.
Shirley Bennett
Shirley Bennett is a devout, motherly yet strong-willed member of the Greendale study group on the sitcom "Community," known for her Christian faith, entrepreneurial ambitions, and occasional bursts of righteous anger.
-
B.
Lesley Sharp
Lesley Sharp is an English actress known for her work in television, film, and theatre, including prominent roles in series such as "Scott & Bailey" and "Afterlife."
-
C.
Annette Kaye
Annette Kaye is known as one of Larry King's former wives, with whom he reportedly had a brief marriage and a son.
-
D.
Barbara Trentham
Barbara Trentham was an American model and actress who later became a painter, known in part for her marriage to British comedian John Cleese.
-
E.
Sherrill Milnes
Sherrill Milnes is an acclaimed American operatic baritone renowned for his powerful voice and leading roles in major international opera houses, particularly the Metropolitan Opera.
- 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_69be4d7ad90c8190b6f36472a209a0f9 |
completed | March 21, 2026, 7:49 a.m. |
| NEDg | Description generation | batch_69be4f0a6f548190beb90be3c17611a6 |
completed | March 21, 2026, 7:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be4f623e808190969536dce2db2e35 |
completed | March 21, 2026, 7:57 a.m. |
Created at: March 20, 2026, 1:17 p.m.