Triple

T23018784
Position Surface form Disambiguated ID Type / Status
Subject GAANN E573106 entity
Predicate fullName P16 FINISHED
Object Graduate Assistance in Areas of National Need — NE NERFINISHED

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: Graduate Assistance in Areas of National Need | Statement: [GAANN, fullName, Graduate Assistance in Areas of National Need]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graduate Assistance in Areas of National Need
Context triple: [GAANN, fullName, Graduate Assistance in Areas of National Need]
  • A. Graduate Assistance in Areas of National Need chosen
    Graduate Assistance in Areas of National Need is a U.S. federal fellowship program that provides financial support to graduate students pursuing advanced degrees in disciplines considered critical to the nation’s competitiveness and security.
  • B. Targeted Grants in Mathematics and Physical Sciences
    Targeted Grants in Mathematics and Physical Sciences is a Simons Foundation funding program that supports focused research projects and collaborations in core areas of mathematics and the physical sciences.
  • C. The Higher Learning in America
    The Higher Learning in America is Thorstein Veblen’s influential critique of U.S. universities, examining how business interests and status-seeking distort academic life and scholarship.
  • D. Fulbright–Hays Act
    The Fulbright–Hays Act is a U.S. law that expanded and formalized international educational and cultural exchange programs, notably the Fulbright Program, to promote mutual understanding between the United States and other countries.
  • E. Bayh–Dole Act
    The Bayh–Dole Act is a landmark 1980 U.S. law that allows universities, small businesses, and other institutions to retain ownership of inventions developed with federal funding, spurring technology transfer and commercialization.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e245b764cc8190a51be76f1d9611e1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f183e777cc81908c0b0bfd9d5a717c completed April 29, 2026, 4:07 a.m.
Created at: April 17, 2026, 3:52 p.m.