Triple

T12436396
Position Surface form Disambiguated ID Type / Status
Subject Jospin Government E297153 entity
Predicate introducedPolicy P172 FINISHED
Object youth employment schemes (emplois-jeunes)
Youth employment schemes (emplois-jeunes) were a French government program created in the late 1990s to provide subsidized, long-term jobs for young people in the public and non-profit sectors as a way to combat youth unemployment.
E983095 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 schemes (emplois-jeunes) | Statement: [Jospin Government, introducedPolicy, youth employment schemes (emplois-jeunes)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: youth employment schemes (emplois-jeunes)
Context triple: [Jospin Government, introducedPolicy, youth employment schemes (emplois-jeunes)]
  • A. 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.
  • B. Osun youth employment scheme (OYES)
    Osun Youth Employment Scheme (OYES) is a large-scale public works and skills acquisition program in Osun State, Nigeria, designed to tackle youth unemployment through temporary jobs, training, and community service initiatives.
  • C. EURES
    EURES is a European Union job mobility network that helps workers and employers find cross-border employment opportunities and information within the EU and EEA.
  • D. European Solidarity Corps
    The European Solidarity Corps is a European Union initiative that funds and supports young people’s cross-border volunteering, solidarity projects, and humanitarian activities across Europe.
  • E. 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.
  • 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 schemes (emplois-jeunes)
Triple: [Jospin Government, introducedPolicy, youth employment schemes (emplois-jeunes)]
Generated description
Youth employment schemes (emplois-jeunes) were a French government program created in the late 1990s to provide subsidized, long-term jobs for young people in the public and non-profit sectors as a way to combat youth unemployment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: youth employment schemes (emplois-jeunes)
Target entity description: Youth employment schemes (emplois-jeunes) were a French government program created in the late 1990s to provide subsidized, long-term jobs for young people in the public and non-profit sectors as a way to combat youth unemployment.
  • A. 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.
  • B. Osun youth employment scheme (OYES)
    Osun Youth Employment Scheme (OYES) is a large-scale public works and skills acquisition program in Osun State, Nigeria, designed to tackle youth unemployment through temporary jobs, training, and community service initiatives.
  • C. EURES
    EURES is a European Union job mobility network that helps workers and employers find cross-border employment opportunities and information within the EU and EEA.
  • D. European Solidarity Corps
    The European Solidarity Corps is a European Union initiative that funds and supports young people’s cross-border volunteering, solidarity projects, and humanitarian activities across Europe.
  • E. 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.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d8c8fd481909b35ac504127a1b6 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f06d16481909ed2eb5195ebd7e4 completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6400fe9888190ae8244ccc8e8bc39 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f6416d02008190a9e36658d7194787 completed May 2, 2026, 6:24 p.m.
Created at: April 8, 2026, 9:55 p.m.