Triple

T10051184
Position Surface form Disambiguated ID Type / Status
Subject Liam Byrne E207750 entity
Predicate electedIn P1239 FINISHED
Object 2004 Birmingham Hodge Hill by-election
The 2004 Birmingham Hodge Hill by-election was a UK parliamentary contest held to fill a vacant House of Commons seat in the Birmingham Hodge Hill constituency.
 E837805 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: 2004 Birmingham Hodge Hill by-election | Statement: [Liam Byrne, electedIn, 2004 Birmingham Hodge Hill by-election]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 2004 Birmingham Hodge Hill by-election
Context triple: [Liam Byrne, electedIn, 2004 Birmingham Hodge Hill by-election]
  • A. 1982 Peckham by-election
    The 1982 Peckham by-election was a UK parliamentary by-election in the Peckham constituency that brought future Labour Party deputy leader Harriet Harman into the House of Commons.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 2001 United Kingdom general election
    The 2001 United Kingdom general election was a nationwide parliamentary vote in which Tony Blair’s Labour Party won a second consecutive landslide victory, maintaining a large majority in the House of Commons.
  • 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: 2004 Birmingham Hodge Hill by-election
Triple: [Liam Byrne, electedIn, 2004 Birmingham Hodge Hill by-election]
Generated description
The 2004 Birmingham Hodge Hill by-election was a UK parliamentary contest held to fill a vacant House of Commons seat in the Birmingham Hodge Hill constituency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 2004 Birmingham Hodge Hill by-election
Target entity description: The 2004 Birmingham Hodge Hill by-election was a UK parliamentary contest held to fill a vacant House of Commons seat in the Birmingham Hodge Hill constituency.
  • A. 1982 Peckham by-election
    The 1982 Peckham by-election was a UK parliamentary by-election in the Peckham constituency that brought future Labour Party deputy leader Harriet Harman into the House of Commons.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 2001 United Kingdom general election
    The 2001 United Kingdom general election was a nationwide parliamentary vote in which Tony Blair’s Labour Party won a second consecutive landslide victory, maintaining a large majority in the House of Commons.
  • 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_69ca835ad0608190b7c80b292da004f5 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcf8fb23c8190b48b30cb2368dc1f completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2829e24488190be65cff760850b9e completed April 5, 2026, 3:41 p.m.
NEDg Description generation batch_69d28391f8fc8190964cdccaf5625617 completed April 5, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_69d284604dc88190b452ee847d3390dd completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:56 p.m.