Triple

T12160490
Position Surface form Disambiguated ID Type / Status
Subject Robert J. Hodrick E289691 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: [Robert J. Hodrick, memberOf, American Finance Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: American Finance Association
Context triple: [Robert J. Hodrick, 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c395e48190a16e97fd29787a51 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6a0baf0819094e90b7e92b979d4 completed May 2, 2026, 1:05 p.m.
Created at: April 8, 2026, 9:50 p.m.