Triple

T1914741
Position Surface form Disambiguated ID Type / Status
Subject University of Warwick E38190 entity
Predicate hasNotableAlumni P51 FINISHED
Object Andrew Haldane
Andrew Haldane is a British economist best known for serving as Chief Economist of the Bank of England and for his influential work on financial stability and economic policy.
E215947 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: Andrew Haldane | Statement: [University of Warwick, hasNotableAlumni, Andrew Haldane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Haldane
Context triple: [University of Warwick, hasNotableAlumni, Andrew Haldane]
  • A. Mervyn King, Baron King of Lothbury
    Mervyn King, Baron King of Lothbury, is a British economist who served as Governor of the Bank of England from 2003 to 2013, playing a central role in managing the UK’s response to the global financial crisis.
  • B. Andrew Bailey
    Andrew Bailey is a British economist and central banker who has served as Governor of the Bank of England.
  • C. Nouriel Roubini
    Nouriel Roubini is an Iranian-American economist and New York University professor known for accurately predicting the 2008 global financial crisis and for his often pessimistic macroeconomic forecasts.
  • D. Nigel Shadbolt
    Nigel Shadbolt is a British computer scientist and artificial intelligence researcher known for his leading role in promoting open data and digital governance.
  • E. Peter Sargeant
    Peter Sargeant was a colonial-era jurist who served as a judge on the Court of Oyer and Terminer.
  • 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: Andrew Haldane
Triple: [University of Warwick, hasNotableAlumni, Andrew Haldane]
Generated description
Andrew Haldane is a British economist best known for serving as Chief Economist of the Bank of England and for his influential work on financial stability and economic policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Haldane
Target entity description: Andrew Haldane is a British economist best known for serving as Chief Economist of the Bank of England and for his influential work on financial stability and economic policy.
  • A. Mervyn King, Baron King of Lothbury
    Mervyn King, Baron King of Lothbury, is a British economist who served as Governor of the Bank of England from 2003 to 2013, playing a central role in managing the UK’s response to the global financial crisis.
  • B. Andrew Bailey
    Andrew Bailey is a British economist and central banker who has served as Governor of the Bank of England.
  • C. Nouriel Roubini
    Nouriel Roubini is an Iranian-American economist and New York University professor known for accurately predicting the 2008 global financial crisis and for his often pessimistic macroeconomic forecasts.
  • D. Nigel Shadbolt
    Nigel Shadbolt is a British computer scientist and artificial intelligence researcher known for his leading role in promoting open data and digital governance.
  • E. Peter Sargeant
    Peter Sargeant was a colonial-era jurist who served as a judge on the Court of Oyer and Terminer.
  • 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_69a8862a26088190aae5243695aeefc0 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb1e403d88190822082b4b5135e70 completed March 7, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3d7df908190891448dfa8bb4fb0 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf44290748190b882559de536af09 completed March 8, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69adf4d0ac58819096659706ef0785d0 completed March 8, 2026, 10:14 p.m.
Created at: March 4, 2026, 7:35 p.m.