Triple
T8252199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bureau of Educational and Cultural Affairs |
E192982
|
entity |
| Predicate | program |
P804
|
FINISHED |
| Object |
Future Leaders Exchange (FLEX) Program
The Future Leaders Exchange (FLEX) Program is a U.S. government-sponsored high school exchange initiative that brings outstanding students from Europe and Eurasia to live with American host families and attend U.S. schools to promote mutual understanding and leadership development.
|
E721580
|
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: Future Leaders Exchange (FLEX) Program | Statement: [Bureau of Educational and Cultural Affairs, program, Future Leaders Exchange (FLEX) Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Future Leaders Exchange (FLEX) Program Context triple: [Bureau of Educational and Cultural Affairs, program, Future Leaders Exchange (FLEX) Program]
-
A.
Fulbright Specialist Program
The Fulbright Specialist Program is a U.S. Department of State initiative that sends American academic and professional experts on short-term, project-based exchanges to collaborate with host institutions around the world.
-
B.
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.
-
C.
Overseas Liaison Program
The Overseas Liaison Program is an NYPD Intelligence Bureau initiative that stations New York City police officers in foreign cities to gather counterterrorism intelligence and enhance international law enforcement cooperation.
-
D.
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.
-
E.
Rotary Youth Exchange
Rotary Youth Exchange is an international student exchange program that enables high school–age students to live and study abroad while promoting cultural understanding and global citizenship.
- 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: Future Leaders Exchange (FLEX) Program Triple: [Bureau of Educational and Cultural Affairs, program, Future Leaders Exchange (FLEX) Program]
Generated description
The Future Leaders Exchange (FLEX) Program is a U.S. government-sponsored high school exchange initiative that brings outstanding students from Europe and Eurasia to live with American host families and attend U.S. schools to promote mutual understanding and leadership development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Future Leaders Exchange (FLEX) Program Target entity description: The Future Leaders Exchange (FLEX) Program is a U.S. government-sponsored high school exchange initiative that brings outstanding students from Europe and Eurasia to live with American host families and attend U.S. schools to promote mutual understanding and leadership development.
-
A.
Fulbright Specialist Program
The Fulbright Specialist Program is a U.S. Department of State initiative that sends American academic and professional experts on short-term, project-based exchanges to collaborate with host institutions around the world.
-
B.
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.
-
C.
Overseas Liaison Program
The Overseas Liaison Program is an NYPD Intelligence Bureau initiative that stations New York City police officers in foreign cities to gather counterterrorism intelligence and enhance international law enforcement cooperation.
-
D.
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.
-
E.
Rotary Youth Exchange
Rotary Youth Exchange is an international student exchange program that enables high school–age students to live and study abroad while promoting cultural understanding and global citizenship.
- 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.