Triple

T6302738
Position Surface form Disambiguated ID Type / Status
Subject Clive Bell E141293 entity
Predicate associatedWith P37 FINISHED
Object John Maynard Keynes E1729 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Maynard Keynes | Statement: [Clive Bell, associatedWith, John Maynard Keynes]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Maynard Keynes
Context triple: [Clive Bell, associatedWith, John Maynard Keynes]
  • A. John Maynard Keynes chosen
    John Maynard Keynes was a British economist whose revolutionary ideas about government intervention in the economy profoundly shaped modern macroeconomics and policies adopted during and after the Great Depression.
  • B. Richard Keynes
    Richard Keynes was a British physiologist known for his influential research in nerve and muscle physiology and for being part of the prominent Keynes family.
  • C. John Maynard
    John Maynard is a film producer known for his work on Australian cinema, including the acclaimed drama "Romulus, My Father."
  • D. John R. Hicks
    John R. Hicks was a British economist and Nobel laureate renowned for his influential contributions to microeconomic theory, welfare economics, and the development of general equilibrium analysis.
  • E. John Kenneth Galbraith
    John Kenneth Galbraith was a prominent 20th-century Canadian-American economist, public intellectual, and author known for his influential critiques of capitalism and corporate power.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69c008cf0ad4819095def81e2bd42f9f elicitation completed
NER batch_69c0645cfca88190ace060ef5b0e00e8 ner completed
NED1 batch_69c5e436e7ec8190a5ea470eb83ddaea ned_source_triple completed
Created at: March 22, 2026, 4:27 p.m.