Triple
T13852599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samantha Gwendoline Sheffield |
E332980
|
entity |
| Predicate | spouseOfOfficeholder |
P26554
|
FINISHED |
| Object | Prime Minister David Cameron |
E10801
|
NE FINISHED |
How this triple was built (2 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: Prime Minister David Cameron | Statement: [Samantha Gwendoline Sheffield, spouseOfOfficeholder, Prime Minister David Cameron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prime Minister David Cameron Context triple: [Samantha Gwendoline Sheffield, spouseOfOfficeholder, Prime Minister David Cameron]
-
A.
David Cameron
chosen
David Cameron is a British politician who served as Prime Minister of the United Kingdom from 2010 to 2016 and led the country’s Conservative Party during that period.
-
B.
Mrs David Cameron
Mrs David Cameron is the formal married title of Samantha Cameron, the wife of former UK Prime Minister David Cameron.
-
C.
Jeremy Usbourne
Jeremy Usbourne is a hedonistic, self-absorbed aspiring musician and one of the two dysfunctional flatmates at the center of the British sitcom *Peep Show*.
-
D.
Chris Huhne
Chris Huhne is a British former Liberal Democrat politician who served as a Member of Parliament and Secretary of State for Energy and Climate Change before resigning over a criminal conviction related to speeding points.
-
E.
Boris Johnson
Boris Johnson is a British Conservative politician who served as Prime Minister of the United Kingdom from 2019 to 2022 and was a leading figure in the Brexit campaign.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c5ba13c8190839315f54768acfd |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02da9460819093a3ec5a3c62ea81 |
completed | April 14, 2026, 9:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c70a59e8819090b750699993a107 |
completed | May 3, 2026, 10:07 p.m. |
Created at: April 9, 2026, 10:14 p.m.