Triple

T520309
Position Surface form Disambiguated ID Type / Status
Subject Witney E10799 entity
Predicate byElectionHeld P11128 FINISHED
Object 2016 Witney by-election
The 2016 Witney by-election was a UK parliamentary contest held to fill the House of Commons seat vacated by former Prime Minister David Cameron in the Oxfordshire constituency of Witney.
E64707 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: 2016 Witney by-election | Statement: [Witney, byElectionHeld, 2016 Witney by-election]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2016 Witney by-election
Context triple: [Witney, byElectionHeld, 2016 Witney by-election]
  • A. 2023 New South Wales state election
    The 2023 New South Wales state election was a parliamentary election in Australia that resulted in a change of government, with the Labor Party defeating the incumbent Liberal–National Coalition to form a new state administration.
  • B. 2027 New South Wales state election
    The 2027 New South Wales state election is the scheduled poll at which voters in New South Wales, Australia, will choose the next members of the state’s Parliament and determine the governing party or coalition.
  • C. 2021 Canadian federal election
    The 2021 Canadian federal election was a snap national vote in which Prime Minister Justin Trudeau’s Liberal Party retained power with another minority government amid the COVID-19 pandemic.
  • D. Fifth Periodic Review of Westminster constituencies
    The Fifth Periodic Review of Westminster constituencies was a comprehensive review by the Boundary Commissions that redrew UK parliamentary constituency boundaries ahead of the 2010 general election.
  • E. 2010 Labour Party leadership election
    The 2010 Labour Party leadership election was the contest held to choose Gordon Brown’s successor as leader of the UK Labour Party following its defeat in the 2010 general election.
  • 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: 2016 Witney by-election
Triple: [Witney, byElectionHeld, 2016 Witney by-election]
Generated description
The 2016 Witney by-election was a UK parliamentary contest held to fill the House of Commons seat vacated by former Prime Minister David Cameron in the Oxfordshire constituency of Witney.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2016 Witney by-election
Target entity description: The 2016 Witney by-election was a UK parliamentary contest held to fill the House of Commons seat vacated by former Prime Minister David Cameron in the Oxfordshire constituency of Witney.
  • A. 2023 New South Wales state election
    The 2023 New South Wales state election was a parliamentary election in Australia that resulted in a change of government, with the Labor Party defeating the incumbent Liberal–National Coalition to form a new state administration.
  • B. 2027 New South Wales state election
    The 2027 New South Wales state election is the scheduled poll at which voters in New South Wales, Australia, will choose the next members of the state’s Parliament and determine the governing party or coalition.
  • C. 2021 Canadian federal election
    The 2021 Canadian federal election was a snap national vote in which Prime Minister Justin Trudeau’s Liberal Party retained power with another minority government amid the COVID-19 pandemic.
  • D. Fifth Periodic Review of Westminster constituencies
    The Fifth Periodic Review of Westminster constituencies was a comprehensive review by the Boundary Commissions that redrew UK parliamentary constituency boundaries ahead of the 2010 general election.
  • E. 2010 Labour Party leadership election
    The 2010 Labour Party leadership election was the contest held to choose Gordon Brown’s successor as leader of the UK Labour Party following its defeat in the 2010 general election.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1a00a6c8190a62dc7c901c2f2ff completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a6feef408190b6e3f6fec95c36e7 completed March 1, 2026, 8:52 p.m.
NEDg Description generation batch_69a4a77d8f8481909de13ef3fc7dbbcb completed March 1, 2026, 8:54 p.m.
NED2 Entity disambiguation (via description) batch_69a4a7e66ba881908413b647eee4f0da completed March 1, 2026, 8:56 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.