Triple

T8111008
Position Surface form Disambiguated ID Type / Status
Subject J. William Fulbright E189347 entity
Predicate partOf P40 FINISHED
Object 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.
E712760 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: Fulbright–Hays Act | Statement: [J. William Fulbright, partOf, Fulbright–Hays Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fulbright–Hays Act
Context triple: [J. William Fulbright, partOf, Fulbright–Hays Act]
  • A. National Foundation on the Arts and the Humanities Act of 1965
    The National Foundation on the Arts and the Humanities Act of 1965 is a landmark U.S. law that created the National Endowment for the Arts and the National Endowment for the Humanities to federally support and promote culture, arts, and scholarly research.
  • B. Higher Education Act of 1965
    The Higher Education Act of 1965 is a landmark U.S. federal law that expanded access to college through financial aid programs such as grants, loans, and work-study, forming a core part of President Lyndon B. Johnson’s education reforms.
  • C. 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.
  • D. 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.
  • E. Fulbright Program
    The Fulbright Program is a prestigious international educational exchange initiative that offers scholarships for students, scholars, and professionals to study, teach, or conduct research abroad, fostering mutual understanding between the United States and other countries.
  • 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: Fulbright–Hays Act
Triple: [J. William Fulbright, partOf, Fulbright–Hays Act]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fulbright–Hays Act
Target entity description: 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.
  • A. National Foundation on the Arts and the Humanities Act of 1965
    The National Foundation on the Arts and the Humanities Act of 1965 is a landmark U.S. law that created the National Endowment for the Arts and the National Endowment for the Humanities to federally support and promote culture, arts, and scholarly research.
  • B. Higher Education Act of 1965
    The Higher Education Act of 1965 is a landmark U.S. federal law that expanded access to college through financial aid programs such as grants, loans, and work-study, forming a core part of President Lyndon B. Johnson’s education reforms.
  • C. 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.
  • D. 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.
  • E. Fulbright Program
    The Fulbright Program is a prestigious international educational exchange initiative that offers scholarships for students, scholars, and professionals to study, teach, or conduct research abroad, fostering mutual understanding between the United States and other countries.
  • 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_69ca82b9d5848190a24672775d5c5011 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42fcfb9c81908496f9a7e30d0d8a completed March 31, 2026, 3:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc942a9af881908b7ddc724755893e completed April 1, 2026, 3:42 a.m.
NEDg Description generation batch_69cc969e0ecc8190973658542d1406bc completed April 1, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69cc97781c0481909d21293633d111be completed April 1, 2026, 3:56 a.m.
Created at: March 30, 2026, 5:32 p.m.