Triple

T3265076

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bromley and Chislehurst	`E68505`	entity
Predicate	byElectionHeld	`P11128`	FINISHED
Object	2006 Bromley and Chislehurst by-election The 2006 Bromley and Chislehurst by-election was a UK parliamentary contest triggered by the death of the sitting Conservative MP, notable for the sharply reduced Conservative majority and a strong challenge from the Liberal Democrats.	`E341582`	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: 2006 Bromley and Chislehurst by-election | Statement: [Bromley and Chislehurst, byElectionHeld, 2006 Bromley and Chislehurst by-election]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: 2006 Bromley and Chislehurst by-election
Context triple: [Bromley and Chislehurst, byElectionHeld, 2006 Bromley and Chislehurst by-election]

A. 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.
B. 2005 United Kingdom general election
The 2005 United Kingdom general election was a nationwide parliamentary election in which Tony Blair’s Labour Party won a third consecutive term in government, albeit with a reduced majority.
C. 2019 United Kingdom general election
The 2019 United Kingdom general election was a nationwide parliamentary vote that resulted in a decisive Conservative Party victory under Boris Johnson, paving the way for the UK’s departure from the European Union.
D. Banbury constituency
Banbury constituency is a UK parliamentary seat in Oxfordshire that includes the town of Banbury and surrounding areas such as Bicester, represented in the House of Commons.
E. 2015 United Kingdom general election
The 2015 United Kingdom general election was a nationwide parliamentary vote in which David Cameron’s Conservative Party won a surprise overall majority, leading to the formation of a single-party Conservative government.
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: 2006 Bromley and Chislehurst by-election
Triple: [Bromley and Chislehurst, byElectionHeld, 2006 Bromley and Chislehurst by-election]

Generated description

The 2006 Bromley and Chislehurst by-election was a UK parliamentary contest triggered by the death of the sitting Conservative MP, notable for the sharply reduced Conservative majority and a strong challenge from the Liberal Democrats.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: 2006 Bromley and Chislehurst by-election
Target entity description: The 2006 Bromley and Chislehurst by-election was a UK parliamentary contest triggered by the death of the sitting Conservative MP, notable for the sharply reduced Conservative majority and a strong challenge from the Liberal Democrats.

A. 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.
B. 2005 United Kingdom general election
The 2005 United Kingdom general election was a nationwide parliamentary election in which Tony Blair’s Labour Party won a third consecutive term in government, albeit with a reduced majority.
C. 2019 United Kingdom general election
The 2019 United Kingdom general election was a nationwide parliamentary vote that resulted in a decisive Conservative Party victory under Boris Johnson, paving the way for the UK’s departure from the European Union.
D. Banbury constituency
Banbury constituency is a UK parliamentary seat in Oxfordshire that includes the town of Banbury and surrounding areas such as Bicester, represented in the House of Commons.
E. 2015 United Kingdom general election
The 2015 United Kingdom general election was a nationwide parliamentary vote in which David Cameron’s Conservative Party won a surprise overall majority, leading to the formation of a single-party Conservative government.
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_69ad8590444081909e8107a8aeef3a23`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adafcb2da08190a7f4fefdfe6d0098`	completed	March 8, 2026, 5:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b28ee82a78819082582a24bac97f44`	completed	March 12, 2026, 10:01 a.m.
NEDg	Description generation	`batch_69b29015e77481908c8b41fc3f75dd6f`	completed	March 12, 2026, 10:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69b2ac133f648190a4040881db05a353`	completed	March 12, 2026, 12:05 p.m.

Created at: March 8, 2026, 3:09 p.m.