Triple
T3100655
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2016 Witney by-election |
E64707
|
entity |
| Predicate | formerPrimeMinisterInvolved |
P45933
|
FINISHED |
| Object | David Cameron |
E10801
|
NE FINISHED |
How this triple was built (3 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: David Cameron | Statement: [2016 Witney by-election, formerPrimeMinisterInvolved, David Cameron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Cameron Context triple: [2016 Witney by-election, formerPrimeMinisterInvolved, 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.
Gordon Brown
Gordon Brown is a British politician who served as Prime Minister of the United Kingdom from 2007 to 2010 and was previously a long-serving Chancellor of the Exchequer.
-
C.
John Reid
John Reid is a common name shared by several notable individuals, including politicians, athletes, and artists across English-speaking countries.
-
D.
William Rutlish
William Rutlish was a 17th-century embroiderer to the English royal court and benefactor whose legacy in education is commemorated by Rutlish School bearing his name.
-
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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerPrimeMinisterInvolved Context triple: [2016 Witney by-election, formerPrimeMinisterInvolved, David Cameron]
-
A.
associatedPrimeMinister
Indicates that there is a relationship linking an entity (such as an event, organization, or period) to the prime minister who is connected with or responsible for it.
-
B.
formerPrimeMinisterMP
Indicates that a person served as a prime minister in the past and also held a position as a member of parliament.
-
C.
servedUnderPrimeMinister
Indicates that one person held a governmental or official position subordinate to, and during the tenure of, a particular prime minister.
-
D.
lastPrimeMinister
Indicates that the subject is the most recent individual to have held the office of prime minister of the object entity.
-
E.
producedPrimeMinister
Indicates that one entity (typically a place, institution, or group) has been the origin or source of an individual who became a prime minister.
- 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_69ad857dc98481909e585dc3372e3ed5 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada26b03a081909cf187b9a8f805ce |
completed | March 8, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b224c4e59c819084a3aa19824c1621 |
completed | March 12, 2026, 2:28 a.m. |
| PD | Predicate disambiguation | batch_69ad9df06ed88190809f0683122caa5a |
completed | March 8, 2026, 4:04 p.m. |
| PDg | Predicate description generation | batch_69ada0f6fef48190b13898be383a246b |
completed | March 8, 2026, 4:16 p.m. |
Created at: March 8, 2026, 3:03 p.m.