Triple

T4578934
Position Surface form Disambiguated ID Type / Status
Subject Vanessa Nakate E101806 entity
Predicate founded P104 FINISHED
Object Youth for Future Africa
Youth for Future Africa is a climate justice organization focused on empowering young Africans to advocate for environmental sustainability and social equity.
E453567 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: Youth for Future Africa | Statement: [Vanessa Nakate, founded, Youth for Future Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Youth for Future Africa
Context triple: [Vanessa Nakate, founded, Youth for Future Africa]
  • A. 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.
  • B. Future Africa Campus
    Future Africa Campus is a dedicated interdisciplinary research and innovation hub of the University of Pretoria focused on addressing complex African and global challenges.
  • C. Uweza Foundation
    Uweza Foundation is a nonprofit organization focused on empowering children and youth in Kenya’s informal settlements through education, arts, and community-based programs.
  • D. 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.
  • E. Pan Africanist Youth Congress
    The Pan Africanist Youth Congress is the youth wing of South Africa’s Pan Africanist Congress, mobilizing and representing young people around Pan-Africanist and anti-colonial political ideals.
  • 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: Youth for Future Africa
Triple: [Vanessa Nakate, founded, Youth for Future Africa]
Generated description
Youth for Future Africa is a climate justice organization focused on empowering young Africans to advocate for environmental sustainability and social equity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Youth for Future Africa
Target entity description: Youth for Future Africa is a climate justice organization focused on empowering young Africans to advocate for environmental sustainability and social equity.
  • A. 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.
  • B. Future Africa Campus
    Future Africa Campus is a dedicated interdisciplinary research and innovation hub of the University of Pretoria focused on addressing complex African and global challenges.
  • C. Uweza Foundation
    Uweza Foundation is a nonprofit organization focused on empowering children and youth in Kenya’s informal settlements through education, arts, and community-based programs.
  • D. 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.
  • E. Pan Africanist Youth Congress
    The Pan Africanist Youth Congress is the youth wing of South Africa’s Pan Africanist Congress, mobilizing and representing young people around Pan-Africanist and anti-colonial political ideals.
  • 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_69bd43d4ce208190b53158c882b222e3 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd58e3e028819083c4662deb9f3c03 completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3ee510481909d481b157bd0b2bd completed March 20, 2026, 11:10 p.m.
NEDg Description generation batch_69bdd5a85488819092a4a7cc4f58a425 completed March 20, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69bdd63370088190adca99373f83374f completed March 20, 2026, 11:20 p.m.
Created at: March 20, 2026, 1:10 p.m.