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.