Triple

T8252195
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Educational and Cultural Affairs E192982 entity
Predicate program P804 FINISHED
Object Benjamin A. Gilman International Scholarship Program
The Benjamin A. Gilman International Scholarship Program is a U.S. government-funded initiative that provides need-based grants to help undergraduate students with limited financial means study or intern abroad.
E721576 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: Benjamin A. Gilman International Scholarship Program | Statement: [Bureau of Educational and Cultural Affairs, program, Benjamin A. Gilman International Scholarship Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin A. Gilman International Scholarship Program
Context triple: [Bureau of Educational and Cultural Affairs, program, Benjamin A. Gilman International Scholarship Program]
  • A. 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.
  • B. Schwarzman Scholars program
    The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
  • C. Beckman Scholars Program
    The Beckman Scholars Program is a prestigious undergraduate research scholarship initiative that supports exceptional students in chemistry, biological sciences, and related fields through mentored, hands-on laboratory research experiences.
  • D. Fulbright
    Fulbright is a prominent American surname most famously associated with Senator J. William Fulbright, whose name is borne by the international Fulbright scholarship program.
  • E. Global Scholars Program
    The Global Scholars Program is an academic initiative within NYU School of Law’s Hauser Global Law School Program that brings distinguished legal scholars from around the world to engage in research, teaching, and intellectual exchange.
  • 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: Benjamin A. Gilman International Scholarship Program
Triple: [Bureau of Educational and Cultural Affairs, program, Benjamin A. Gilman International Scholarship Program]
Generated description
The Benjamin A. Gilman International Scholarship Program is a U.S. government-funded initiative that provides need-based grants to help undergraduate students with limited financial means study or intern abroad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin A. Gilman International Scholarship Program
Target entity description: The Benjamin A. Gilman International Scholarship Program is a U.S. government-funded initiative that provides need-based grants to help undergraduate students with limited financial means study or intern abroad.
  • A. 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.
  • B. Schwarzman Scholars program
    The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
  • C. Beckman Scholars Program
    The Beckman Scholars Program is a prestigious undergraduate research scholarship initiative that supports exceptional students in chemistry, biological sciences, and related fields through mentored, hands-on laboratory research experiences.
  • D. Fulbright
    Fulbright is a prominent American surname most famously associated with Senator J. William Fulbright, whose name is borne by the international Fulbright scholarship program.
  • E. Global Scholars Program
    The Global Scholars Program is an academic initiative within NYU School of Law’s Hauser Global Law School Program that brings distinguished legal scholars from around the world to engage in research, teaching, and intellectual exchange.
  • 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_69ca82dfad9c8190b8cd18fb89f50f40 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78ca4b0881909bb1fb550dba59e7 completed March 31, 2026, 7:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd3540a0988190b8e48988279403db completed April 1, 2026, 3:09 p.m.
NEDg Description generation batch_69cd37a71af481909e82aa29ae558c4a completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4ef034ec8190a4229b21e6088c79 completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:48 p.m.