Triple

T17217494
Position Surface form Disambiguated ID Type / Status
Subject Major Boothroyd E417889 entity
Predicate basedOn P98 FINISHED
Object Geoffrey Boothroyd
Geoffrey Boothroyd was a British firearms expert and consultant best known for advising Ian Fleming on James Bond’s weaponry, inspiring the character Major Boothroyd, later known as Q, in the Bond series.
E1258337 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: Geoffrey Boothroyd | Statement: [Major Boothroyd, basedOn, Geoffrey Boothroyd]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Geoffrey Boothroyd
Context triple: [Major Boothroyd, basedOn, Geoffrey Boothroyd]
  • A. Geoffrey Howe
    Geoffrey Howe was a prominent British Conservative politician who served as Margaret Thatcher’s first Chancellor of the Exchequer and later as Foreign Secretary, playing a key role in shaping the UK’s economic policies in the 1980s.
  • B. Duncan Sandys
    Duncan Sandys was a British Conservative politician, government minister, and son-in-law of Winston Churchill who played a prominent role in defense and colonial policy during and after World War II.
  • C. Kenneth Clarke
    Kenneth Clarke is a veteran British Conservative politician who has held several senior Cabinet posts, including Chancellor of the Exchequer, and is known for his pro-European views and long parliamentary career.
  • D. Robert Carrington, 2nd Baron Carrington
    Robert Carrington, 2nd Baron Carrington was a 19th-century British Liberal politician and peer who served in various governmental and court positions, including as Lord Chamberlain to Queen Victoria.
  • E. William Hague
    William Hague is a British Conservative politician and former Foreign Secretary who also served as Leader of the Opposition and held several senior cabinet posts.
  • 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: Geoffrey Boothroyd
Triple: [Major Boothroyd, basedOn, Geoffrey Boothroyd]
Generated description
Geoffrey Boothroyd was a British firearms expert and consultant best known for advising Ian Fleming on James Bond’s weaponry, inspiring the character Major Boothroyd, later known as Q, in the Bond series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Geoffrey Boothroyd
Target entity description: Geoffrey Boothroyd was a British firearms expert and consultant best known for advising Ian Fleming on James Bond’s weaponry, inspiring the character Major Boothroyd, later known as Q, in the Bond series.
  • A. Geoffrey Howe
    Geoffrey Howe was a prominent British Conservative politician who served as Margaret Thatcher’s first Chancellor of the Exchequer and later as Foreign Secretary, playing a key role in shaping the UK’s economic policies in the 1980s.
  • B. Duncan Sandys
    Duncan Sandys was a British Conservative politician, government minister, and son-in-law of Winston Churchill who played a prominent role in defense and colonial policy during and after World War II.
  • C. Kenneth Clarke
    Kenneth Clarke is a veteran British Conservative politician who has held several senior Cabinet posts, including Chancellor of the Exchequer, and is known for his pro-European views and long parliamentary career.
  • D. Robert Carrington, 2nd Baron Carrington
    Robert Carrington, 2nd Baron Carrington was a 19th-century British Liberal politician and peer who served in various governmental and court positions, including as Lord Chamberlain to Queen Victoria.
  • E. William Hague
    William Hague is a British Conservative politician and former Foreign Secretary who also served as Leader of the Opposition and held several senior cabinet posts.
  • 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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42dda6e6c81908dd96f653cd2cba0 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675381a0819094ed04eac636440b completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016b8609dc8190bfd3e1b6ff715d65 completed May 11, 2026, 5:39 a.m.
NED2 Entity disambiguation (via description) batch_6a016c5018e48190974c124c3433bcc6 completed May 11, 2026, 5:42 a.m.
Created at: April 10, 2026, 5:38 a.m.