Triple

T20022840
Position Surface form Disambiguated ID Type / Status
Subject Gresham College E494903 entity
Predicate hasNotableProfessor P13831 FINISHED
Object Ben Broadbent
Ben Broadbent is a British economist who serves as Deputy Governor for Monetary Policy at the Bank of England.
 E1408758 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: Ben Broadbent | Statement: [Gresham College, hasNotableProfessor, Ben Broadbent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben Broadbent
Context triple: [Gresham College, hasNotableProfessor, Ben Broadbent]
  • A. Ed Balls
    Ed Balls is a British Labour Party politician and economist who served as a senior cabinet minister and Shadow Chancellor of the Exchequer.
  • B. Vince Cable
    Vince Cable is a British Liberal Democrat politician and economist who served as the UK's Business Secretary and later as leader of the Liberal Democrats.
  • C. John McDonnell
    John McDonnell is a British Labour Party politician and prominent left-wing figure who has served as Member of Parliament for Hayes and Harlington and as Shadow Chancellor of the Exchequer.
  • D. David Miliband
    David Miliband is a British Labour politician and former Foreign Secretary who later became president and CEO of the International Rescue Committee.
  • E. Nick Clegg
    Nick Clegg is a British politician and former Deputy Prime Minister of the United Kingdom who led the Liberal Democrats and later became a senior executive at Meta (Facebook).
  • 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: Ben Broadbent
Triple: [Gresham College, hasNotableProfessor, Ben Broadbent]
Generated description
Ben Broadbent is a British economist who serves as Deputy Governor for Monetary Policy at the Bank of England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben Broadbent
Target entity description: Ben Broadbent is a British economist who serves as Deputy Governor for Monetary Policy at the Bank of England.
  • A. Ed Balls
    Ed Balls is a British Labour Party politician and economist who served as a senior cabinet minister and Shadow Chancellor of the Exchequer.
  • B. Vince Cable
    Vince Cable is a British Liberal Democrat politician and economist who served as the UK's Business Secretary and later as leader of the Liberal Democrats.
  • C. John McDonnell
    John McDonnell is a British Labour Party politician and prominent left-wing figure who has served as Member of Parliament for Hayes and Harlington and as Shadow Chancellor of the Exchequer.
  • D. David Miliband
    David Miliband is a British Labour politician and former Foreign Secretary who later became president and CEO of the International Rescue Committee.
  • E. Nick Clegg
    Nick Clegg is a British politician and former Deputy Prime Minister of the United Kingdom who led the Liberal Democrats and later became a senior executive at Meta (Facebook).
  • 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_69da626bfd288190aa5d65098b6433ae completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66288fc18819083833b55c5e069a6 completed April 20, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0815f80d1481909fa95168775128c3 completed May 16, 2026, 7 a.m.
NEDg Description generation batch_6a0816d3c71081909138d3144a108266 completed May 16, 2026, 7:03 a.m.
NED2 Entity disambiguation (via description) batch_6a081798cb48819084ab456f79b68eb9 completed May 16, 2026, 7:07 a.m.
Created at: April 11, 2026, 3:35 p.m.