Triple

T2578075
Position Surface form Disambiguated ID Type / Status
Subject Bancor E57023 entity
Predicate conceptionBy P40369 FINISHED
Object John Maynard Keynes E1729 NE FINISHED

How this triple was built (3 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 Maynard Keynes | Statement: [Bancor, conceptionBy, John Maynard Keynes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Maynard Keynes
Context triple: [Bancor, conceptionBy, 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. 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.
  • C. 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.
  • D. Irving Fisher
    Irving Fisher was an influential American economist and statistician known for his pioneering work in interest theory, capital theory, and the development of modern economic and econometric analysis.
  • E. James Meade
    James Meade was an American military officer after whom Meade County in Kentucky was named, recognized for his service in the early 19th century.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: conceptionBy
Context triple: [Bancor, conceptionBy, John Maynard Keynes]
  • A. announcesConceptionOf
    Indicates that one entity publicly declares or makes known the beginning or creation of another entity (such as a project, idea, or initiative).
  • B. fertilizationType
    Indicates the method or process by which fertilization occurs or is achieved between reproductive cells.
  • C. reproductiveType
    Indicates the mode or strategy by which an organism reproduces or generates offspring.
  • D. reproductionType
    Indicates the mode or method by which an organism reproduces or generates offspring.
  • E. reproductiveRole
    Indicates the specific function or part an entity plays in biological reproduction within a reproductive process or system.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3a86f9881908df29a7caaf9a7df completed March 7, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc02409f081909664f3041d328232 completed March 10, 2026, 6:54 a.m.
PD Predicate disambiguation batch_69abd0cfeae08190aed03866ba071c5c completed March 7, 2026, 7:16 a.m.
PDg Predicate description generation batch_69abd209d934819093600889af9104c3 completed March 7, 2026, 7:21 a.m.
Created at: March 6, 2026, 9:49 p.m.