Triple

T7221962
Position Surface form Disambiguated ID Type / Status
Subject Grant Shapps E150279 entity
Predicate spouse P13 FINISHED
Object Belinda Shapps
Belinda Shapps is the wife of British Conservative politician Grant Shapps and is known primarily for her role as his spouse and support in public life.
 E655998 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: Belinda Shapps | Statement: [Grant Shapps, spouse, Belinda Shapps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Belinda Shapps
Context triple: [Grant Shapps, spouse, Belinda Shapps]
  • A. Esther McVey
    Esther McVey is a British Conservative Party politician and former television presenter who has served in several ministerial roles, including as Secretary of State for Work and Pensions.
  • B. Tessa Jowell
    Tessa Jowell was a British Labour politician who served as Secretary of State for Culture, Media and Sport and played a key role in bringing the 2012 Olympic Games to London.
  • C. Martha Lane Fox
    Martha Lane Fox is a British entrepreneur, co-founder of Lastminute.com, and crossbench peer known for her leadership in digital inclusion and technology policy.
  • D. Margaret Beckett
    Margaret Beckett is a British Labour politician who has held several senior government positions, including serving as the United Kingdom's first female Foreign Secretary.
  • E. Grant Shapps
    Grant Shapps is a British Conservative politician who has held multiple senior UK government cabinet roles, including in transport, defence, and energy.
  • 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: Belinda Shapps
Triple: [Grant Shapps, spouse, Belinda Shapps]
Generated description
Belinda Shapps is the wife of British Conservative politician Grant Shapps and is known primarily for her role as his spouse and support in public life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Belinda Shapps
Target entity description: Belinda Shapps is the wife of British Conservative politician Grant Shapps and is known primarily for her role as his spouse and support in public life.
  • A. Esther McVey
    Esther McVey is a British Conservative Party politician and former television presenter who has served in several ministerial roles, including as Secretary of State for Work and Pensions.
  • B. Tessa Jowell
    Tessa Jowell was a British Labour politician who served as Secretary of State for Culture, Media and Sport and played a key role in bringing the 2012 Olympic Games to London.
  • C. Martha Lane Fox
    Martha Lane Fox is a British entrepreneur, co-founder of Lastminute.com, and crossbench peer known for her leadership in digital inclusion and technology policy.
  • D. Margaret Beckett
    Margaret Beckett is a British Labour politician who has held several senior government positions, including serving as the United Kingdom's first female Foreign Secretary.
  • E. Grant Shapps
    Grant Shapps is a British Conservative politician who has held multiple senior UK government cabinet roles, including in transport, defence, and energy.
  • 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_69c687effb44819092b95d07d0368c9f completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e9b42c5c81908c405f161c35ffb4 completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e51b3ae88190b7d03aa59d6910f5 completed March 28, 2026, 2:26 p.m.
NEDg Description generation batch_69c7e68e8cc08190b21a9d095bb96394 completed March 28, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_69c7e76f3cd88190957e096c81e6e803 completed March 28, 2026, 2:36 p.m.
Created at: March 27, 2026, 2:54 p.m.