Triple

T8252208
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Educational and Cultural Affairs E192982 entity
Predicate program P804 FINISHED
Object Young Leaders Initiatives exchanges
Young Leaders Initiatives exchanges are U.S. State Department programs that bring together emerging leaders from around the world for professional development, cultural exchange, and collaboration on social and economic issues.
E721585 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: Young Leaders Initiatives exchanges | Statement: [Bureau of Educational and Cultural Affairs, program, Young Leaders Initiatives exchanges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Young Leaders Initiatives exchanges
Context triple: [Bureau of Educational and Cultural Affairs, program, Young Leaders Initiatives exchanges]
  • A. 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.
  • B. Younger Leaders Generation
    Younger Leaders Generation is a Christian movement and network associated with the Lausanne Movement that focuses on identifying, connecting, and equipping emerging young leaders for global mission and ministry.
  • C. Commonwealth Youth Programme
    The Commonwealth Youth Programme is a youth-focused initiative of the Commonwealth that supports young people’s development, leadership, and participation in social and economic progress across member countries.
  • D. international young academies
    International young academies are collaborative networks of early- to mid-career researchers from different countries that work together to advance science, policy engagement, and interdisciplinary dialogue on global issues.
  • E. Intercommunal Youth Institute
    The Intercommunal Youth Institute was an alternative school created by the Black Panther Party to provide politically conscious, community-centered education to Black youth.
  • 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: Young Leaders Initiatives exchanges
Triple: [Bureau of Educational and Cultural Affairs, program, Young Leaders Initiatives exchanges]
Generated description
Young Leaders Initiatives exchanges are U.S. State Department programs that bring together emerging leaders from around the world for professional development, cultural exchange, and collaboration on social and economic issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Young Leaders Initiatives exchanges
Target entity description: Young Leaders Initiatives exchanges are U.S. State Department programs that bring together emerging leaders from around the world for professional development, cultural exchange, and collaboration on social and economic issues.
  • A. 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.
  • B. Younger Leaders Generation
    Younger Leaders Generation is a Christian movement and network associated with the Lausanne Movement that focuses on identifying, connecting, and equipping emerging young leaders for global mission and ministry.
  • C. Commonwealth Youth Programme
    The Commonwealth Youth Programme is a youth-focused initiative of the Commonwealth that supports young people’s development, leadership, and participation in social and economic progress across member countries.
  • D. international young academies
    International young academies are collaborative networks of early- to mid-career researchers from different countries that work together to advance science, policy engagement, and interdisciplinary dialogue on global issues.
  • E. Intercommunal Youth Institute
    The Intercommunal Youth Institute was an alternative school created by the Black Panther Party to provide politically conscious, community-centered education to Black youth.
  • 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.