Triple

T13023011
Position Surface form Disambiguated ID Type / Status
Subject Margaret Hazard E326223 entity
Predicate associatedWith P37 FINISHED
Object Yale economist circle via Irving Fisher E196776 NE FINISHED

How this triple was built (2 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: Yale economist circle via Irving Fisher | Statement: [Margaret Hazard, associatedWith, Yale economist circle via Irving Fisher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yale economist circle via Irving Fisher
Context triple: [Margaret Hazard, associatedWith, Yale economist circle via Irving Fisher]
  • A. 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.
  • B. John Bates Clark Professor of Political Economy at Columbia University
    The John Bates Clark Professor of Political Economy at Columbia University is a prestigious endowed chair in economics held by leading scholars in macroeconomic theory and policy.
  • C. Hyman Minsky School of Thought
    The Hyman Minsky School of Thought is a post-Keynesian economic perspective emphasizing the inherent instability of financial markets and the tendency of periods of stability to breed speculative excess and crisis.
  • D. Paul M. Warburg Professor of Economics at Harvard University
    The Paul M. Warburg Professor of Economics at Harvard University is a prestigious endowed chair in the university’s economics department, held by leading scholars in macroeconomics and related fields.
  • E. Cowles Foundation chosen
    The Cowles Foundation is a research institute at Yale University renowned for advancing economic theory, econometrics, and mathematical economics.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ed05e9c8190a4f208662bca0602 completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c11c1f6c8190be1c570a7e44a313 completed May 3, 2026, 3:29 a.m.
Created at: April 9, 2026, 8:52 p.m.