Triple

T20022821
Position Surface form Disambiguated ID Type / Status
Subject Gresham College E494903 entity
Predicate hasNotableProfessor P13831 FINISHED
Object John Kay
John Kay is a British economist and writer known for his influential work on financial markets, corporate governance, and public policy.
 E1406787 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: John Kay | Statement: [Gresham College, hasNotableProfessor, John Kay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Kay
Context triple: [Gresham College, hasNotableProfessor, John Kay]
  • A. John Kay
    John Kay was a key founding figure associated with the early development of the Swiss football club Servette FC.
  • B. John Kay
    John Kay is a German-Canadian rock singer, guitarist, and songwriter best known as the frontman of the band Steppenwolf.
  • C. John Cochrane
    John Cochrane is an American economist known for his work on asset pricing, macroeconomics, and financial economics, and for his influential role in academic and policy debates.
  • D. James K. Galbraith
    James K. Galbraith is an American economist known for his work on inequality, macroeconomic policy, and critiques of conventional economic theory.
  • E. Barry Eichengreen
    Barry Eichengreen is an American economist and historian known for his influential work on international monetary systems, financial crises, and economic history.
  • 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: John Kay
Triple: [Gresham College, hasNotableProfessor, John Kay]
Generated description
John Kay is a British economist and writer known for his influential work on financial markets, corporate governance, and public policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Kay
Target entity description: John Kay is a British economist and writer known for his influential work on financial markets, corporate governance, and public policy.
  • A. John Kay
    John Kay was a key founding figure associated with the early development of the Swiss football club Servette FC.
  • B. John Kay
    John Kay is a German-Canadian rock singer, guitarist, and songwriter best known as the frontman of the band Steppenwolf.
  • C. John Cochrane
    John Cochrane is an American economist known for his work on asset pricing, macroeconomics, and financial economics, and for his influential role in academic and policy debates.
  • D. James K. Galbraith
    James K. Galbraith is an American economist known for his work on inequality, macroeconomic policy, and critiques of conventional economic theory.
  • E. Barry Eichengreen
    Barry Eichengreen is an American economist and historian known for his influential work on international monetary systems, financial crises, and economic history.
  • 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_6a080e2d32008190a770addba6e44adb completed May 16, 2026, 6:26 a.m.
NEDg Description generation batch_6a080ec9c56481908b69834b5a1ae105 completed May 16, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_6a080f6e218c8190b4c7b0d5de9f984c completed May 16, 2026, 6:32 a.m.
Created at: April 11, 2026, 3:35 p.m.