Triple

T277919
Position Surface form Disambiguated ID Type / Status
Subject Keir Starmer E5288 entity
Predicate spouse P13 FINISHED
Object Victoria Starmer
Victoria Starmer is a British solicitor and the wife of UK Labour Party leader and Prime Minister Keir Starmer, known for maintaining a low public profile despite her husband's prominent political role.
E41045 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: Victoria Starmer | Statement: [Keir Starmer, spouse, Victoria Starmer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Victoria Starmer
Context triple: [Keir Starmer, spouse, Victoria Starmer]
  • A. Keir Starmer
    Keir Starmer is a British politician and former human rights lawyer who leads the Labour Party and serves as the United Kingdom’s Leader of the Opposition.
  • B. David Cameron
    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.
  • C. Andy Burnham
    Andy Burnham is a British Labour Party politician who serves as the Mayor of Greater Manchester and is known for his advocacy on regional devolution and social justice issues.
  • D. 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.
  • E. Theresa May
    Theresa May is a British politician who served as Prime Minister of the United Kingdom from 2016 to 2019.
  • 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: Victoria Starmer
Triple: [Keir Starmer, spouse, Victoria Starmer]
Generated description
Victoria Starmer is a British solicitor and the wife of UK Labour Party leader and Prime Minister Keir Starmer, known for maintaining a low public profile despite her husband's prominent political role.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Victoria Starmer
Target entity description: Victoria Starmer is a British solicitor and the wife of UK Labour Party leader and Prime Minister Keir Starmer, known for maintaining a low public profile despite her husband's prominent political role.
  • A. Keir Starmer
    Keir Starmer is a British politician and former human rights lawyer who leads the Labour Party and serves as the United Kingdom’s Leader of the Opposition.
  • B. David Cameron
    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.
  • C. Andy Burnham
    Andy Burnham is a British Labour Party politician who serves as the Mayor of Greater Manchester and is known for his advocacy on regional devolution and social justice issues.
  • D. 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.
  • E. Theresa May
    Theresa May is a British politician who served as Prime Minister of the United Kingdom from 2016 to 2019.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25dee7830819087f153769a8496b9 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3c8b2a8a081908b45c15fae160d9e completed March 1, 2026, 5:03 a.m.
NEDg Description generation batch_69a3c933bb948190a11fa7c5500391be completed March 1, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69a3c9f98dec8190bec247226cdb09af completed March 1, 2026, 5:09 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.