Triple
T3142418
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samantha Cameron |
E65680
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Samantha Gwendoline Sheffield
Samantha Gwendoline Sheffield is a British businesswoman and the wife of former UK Prime Minister David Cameron, known publicly as Samantha Cameron.
|
E332980
|
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: Samantha Gwendoline Sheffield | Statement: [Samantha Cameron, birthName, Samantha Gwendoline Sheffield]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samantha Gwendoline Sheffield Context triple: [Samantha Cameron, birthName, Samantha Gwendoline Sheffield]
-
A.
Sophie Cookson
Sophie Cookson is an English actress best known for her breakout role as Roxy in the action spy film "Kingsman: The Secret Service."
-
B.
Tamsin Olivier
Tamsin Olivier is the daughter of acclaimed British actress Joan Plowright and legendary actor Laurence Olivier.
-
C.
Samantha Whittaker
Samantha Whittaker is an actress known for her role in the British television drama "Gideon's Daughter."
-
D.
Sophie Hopkins
Sophie Hopkins is a British actress best known for her role as April MacLean in the Doctor Who spin-off television series "Class."
-
E.
Sophie Jeffreys
Sophie Jeffreys is a British academic and editor best known as the widow of conservative philosopher Sir Roger Scruton and for her work preserving and promoting his intellectual legacy.
- 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: Samantha Gwendoline Sheffield Triple: [Samantha Cameron, birthName, Samantha Gwendoline Sheffield]
Generated description
Samantha Gwendoline Sheffield is a British businesswoman and the wife of former UK Prime Minister David Cameron, known publicly as Samantha Cameron.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samantha Gwendoline Sheffield Target entity description: Samantha Gwendoline Sheffield is a British businesswoman and the wife of former UK Prime Minister David Cameron, known publicly as Samantha Cameron.
-
A.
Sophie Cookson
Sophie Cookson is an English actress best known for her breakout role as Roxy in the action spy film "Kingsman: The Secret Service."
-
B.
Tamsin Olivier
Tamsin Olivier is the daughter of acclaimed British actress Joan Plowright and legendary actor Laurence Olivier.
-
C.
Samantha Whittaker
Samantha Whittaker is an actress known for her role in the British television drama "Gideon's Daughter."
-
D.
Sophie Hopkins
Sophie Hopkins is a British actress best known for her role as April MacLean in the Doctor Who spin-off television series "Class."
-
E.
Sophie Jeffreys
Sophie Jeffreys is a British academic and editor best known as the widow of conservative philosopher Sir Roger Scruton and for her work preserving and promoting his intellectual legacy.
- 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_69ad8582f564819088c27e1f96153938 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada579b07c8190a7b316f499911a2d |
completed | March 8, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235b6685c8190b88501d7b2ad0d25 |
completed | March 12, 2026, 3:40 a.m. |
| NEDg | Description generation | batch_69b2365f20dc819081b8d2beccc31c19 |
completed | March 12, 2026, 3:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b237397e14819093a7192d28c59ad1 |
completed | March 12, 2026, 3:47 a.m. |
Created at: March 8, 2026, 3:05 p.m.