Triple

T11096888
Position Surface form Disambiguated ID Type / Status
Subject DG EMPL E262399 entity
Predicate overseesProgramme P38971 FINISHED
Object Youth Employment Initiative
The Youth Employment Initiative is a European Union funding program aimed at supporting young people who are not in employment, education, or training by improving their job prospects and access to the labor market.
 E904525 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 Employment Initiative | Statement: [DG EMPL, overseesProgramme, Youth Employment Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Youth Employment Initiative
Context triple: [DG EMPL, overseesProgramme, Youth Employment Initiative]
  • A. Urban Youth Empowerment Program
    Urban Youth Empowerment Program is a National Urban League initiative that provides education, job training, and support services to help at-risk and unemployed young adults transition into stable employment and self-sufficiency.
  • B. YouWin! youth enterprise programme
    The YouWin! youth enterprise programme was a Nigerian government initiative that provided funding and support to young entrepreneurs to stimulate job creation and economic growth.
  • C. School of Youth Empowerment
    The School of Youth Empowerment is an academic unit of Madurai Kamaraj University focused on developing young people's leadership, social responsibility, and employability skills.
  • D. Job Corps
    Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
  • E. World Programme of Action for Youth
    The World Programme of Action for Youth is a United Nations framework that guides global policies and initiatives to improve the lives and participation of young people across key social and economic areas.
  • 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 Employment Initiative
Triple: [DG EMPL, overseesProgramme, Youth Employment Initiative]
Generated description
The Youth Employment Initiative is a European Union funding program aimed at supporting young people who are not in employment, education, or training by improving their job prospects and access to the labor market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Youth Employment Initiative
Target entity description: The Youth Employment Initiative is a European Union funding program aimed at supporting young people who are not in employment, education, or training by improving their job prospects and access to the labor market.
  • A. Urban Youth Empowerment Program
    Urban Youth Empowerment Program is a National Urban League initiative that provides education, job training, and support services to help at-risk and unemployed young adults transition into stable employment and self-sufficiency.
  • B. YouWin! youth enterprise programme
    The YouWin! youth enterprise programme was a Nigerian government initiative that provided funding and support to young entrepreneurs to stimulate job creation and economic growth.
  • C. School of Youth Empowerment
    The School of Youth Empowerment is an academic unit of Madurai Kamaraj University focused on developing young people's leadership, social responsibility, and employability skills.
  • D. Job Corps
    Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
  • E. World Programme of Action for Youth
    The World Programme of Action for Youth is a United Nations framework that guides global policies and initiatives to improve the lives and participation of young people across key social and economic areas.
  • 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_69d6aa9a40d88190a373e2c7e48285db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79a0a02cc8190a15df663d4860163 completed April 9, 2026, 12:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3e7eca9bc8190b43bae081d97d804 completed April 18, 2026, 8:22 p.m.
NEDg Description generation batch_69e3f2cbb4708190a328cff473104d14 completed April 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69e3f497a01881909d1dae70a02e5f97 completed April 18, 2026, 9:16 p.m.
Created at: April 8, 2026, 9:27 p.m.