Triple

T12021197
Position Surface form Disambiguated ID Type / Status
Subject Myron Scholes E286150 entity
Predicate memberOf P10 FINISHED
Object American Finance Association E766776 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: American Finance Association | Statement: [Myron Scholes, memberOf, American Finance Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: American Finance Association
Context triple: [Myron Scholes, memberOf, American Finance Association]
  • A. American Finance Association chosen
    The American Finance Association is a leading academic organization of finance scholars and professionals in the United States, best known for advancing research in financial economics and publishing the Journal of Finance.
  • B. American Economic Association
    The American Economic Association is a leading professional organization of economists in the United States, best known for publishing influential academic journals and hosting major conferences in the field of economics.
  • C. IEEE Finance Committee
    The IEEE Finance Committee is a governing body within the Institute of Electrical and Electronics Engineers responsible for overseeing the organization’s financial policies, planning, and fiscal management.
  • D. CFA Institute
    The CFA Institute is a global association of investment professionals best known for administering the Chartered Financial Analyst (CFA) program and promoting high standards of ethics, education, and professional excellence in the finance industry.
  • E. Economist Educational Foundation
    The Economist Educational Foundation is a charitable organization that develops resources and programs to help young people engage critically with current affairs and global issues.
  • 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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903ed15408190afc21afd57d6a737 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b62cad8819092beb72c604a4762 completed May 1, 2026, 11:15 a.m.
Created at: April 8, 2026, 9:47 p.m.