Triple

T6168873
Position Surface form Disambiguated ID Type / Status
Subject Office of Postsecondary Education E137640 entity
Predicate overseesProgram P86 FINISHED
Object Graduate Assistance in Areas of National Need
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.
E573105 NE FINISHED

How this triple was built (4 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: [Office of Postsecondary Education, overseesProgram, 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: [Office of Postsecondary Education, overseesProgram, Graduate Assistance in Areas of National Need]
  • A. 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.
  • B. Donahoe Higher Education Act
    The Donahoe Higher Education Act is a landmark California law that restructured the state's public higher education system and established the modern governance framework for institutions including the California State University.
  • C. Consortium on Financing Higher Education
    The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
  • D. The Capstone of Higher Education
    The Capstone of Higher Education is the official motto of the University of Alabama, expressing its aspiration to represent the pinnacle of academic excellence and leadership in higher education.
  • E. National Science Foundation Act of 1950
    The National Science Foundation Act of 1950 is the U.S. federal law that created the National Science Foundation, establishing a national framework for supporting and promoting scientific research and education.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Graduate Assistance in Areas of National Need
Triple: [Office of Postsecondary Education, overseesProgram, Graduate Assistance in Areas of National Need]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Graduate Assistance in Areas of National Need
Target entity description: 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.
  • A. 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.
  • B. Donahoe Higher Education Act
    The Donahoe Higher Education Act is a landmark California law that restructured the state's public higher education system and established the modern governance framework for institutions including the California State University.
  • C. Consortium on Financing Higher Education
    The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
  • D. The Capstone of Higher Education
    The Capstone of Higher Education is the official motto of the University of Alabama, expressing its aspiration to represent the pinnacle of academic excellence and leadership in higher education.
  • E. National Science Foundation Act of 1950
    The National Science Foundation Act of 1950 is the U.S. federal law that created the National Science Foundation, establishing a national framework for supporting and promoting scientific research and education.
  • 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_69c008a68c508190a8d78245c865960e completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d8de56481909583104c70a52616 completed March 22, 2026, 9:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141a947808190ac68e6f00858a573 completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c1458171588190a074797c3b51f1e7 completed March 23, 2026, 1:52 p.m.
NED2 Entity disambiguation (via description) batch_69c145f2290c819093f787a4f9a6a832 completed March 23, 2026, 1:53 p.m.
Created at: March 22, 2026, 4:18 p.m.