Triple

T11096891
Position Surface form Disambiguated ID Type / Status
Subject DG EMPL E262399 entity
Predicate overseesProgramme P38971 FINISHED
Object European Network of Public Employment Services
The European Network of Public Employment Services is an EU-level cooperation framework that brings together national employment services to improve labour market functioning, share best practices, and support effective job-matching and employment policies across member states.
E904526 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: European Network of Public Employment Services | Statement: [DG EMPL, overseesProgramme, European Network of Public Employment Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Network of Public Employment Services
Context triple: [DG EMPL, overseesProgramme, European Network of Public Employment Services]
  • A. Erasmus+ National Agencies
    Erasmus+ National Agencies are national bodies designated by participating countries to manage, promote, and implement the Erasmus+ programme and its funding opportunities at the local level.
  • B. European Federation of Public Service Unions
    The European Federation of Public Service Unions is a European trade union federation representing workers in public services and public service-related sectors across Europe.
  • C. European Centre of Employers and Enterprises providing Public Services
    The European Centre of Employers and Enterprises providing Public Services (CEEP) is a European-level organization representing the interests of public service employers and enterprises in EU social dialogue and policymaking.
  • D. European Education and Culture Executive Agency
    The European Education and Culture Executive Agency is an EU body responsible for managing and implementing key European programmes and funding in the fields of education, training, youth, sport, culture, and media.
  • E. European Employment Strategy
    The European Employment Strategy is an EU policy framework aimed at coordinating and guiding member states’ labor market and employment policies to promote more and better jobs across Europe.
  • 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: European Network of Public Employment Services
Triple: [DG EMPL, overseesProgramme, European Network of Public Employment Services]
Generated description
The European Network of Public Employment Services is an EU-level cooperation framework that brings together national employment services to improve labour market functioning, share best practices, and support effective job-matching and employment policies across member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Network of Public Employment Services
Target entity description: The European Network of Public Employment Services is an EU-level cooperation framework that brings together national employment services to improve labour market functioning, share best practices, and support effective job-matching and employment policies across member states.
  • A. Erasmus+ National Agencies
    Erasmus+ National Agencies are national bodies designated by participating countries to manage, promote, and implement the Erasmus+ programme and its funding opportunities at the local level.
  • B. European Federation of Public Service Unions
    The European Federation of Public Service Unions is a European trade union federation representing workers in public services and public service-related sectors across Europe.
  • C. European Centre of Employers and Enterprises providing Public Services
    The European Centre of Employers and Enterprises providing Public Services (CEEP) is a European-level organization representing the interests of public service employers and enterprises in EU social dialogue and policymaking.
  • D. European Education and Culture Executive Agency
    The European Education and Culture Executive Agency is an EU body responsible for managing and implementing key European programmes and funding in the fields of education, training, youth, sport, culture, and media.
  • E. European Employment Strategy
    The European Employment Strategy is an EU policy framework aimed at coordinating and guiding member states’ labor market and employment policies to promote more and better jobs across Europe.
  • 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.