Triple

T9934471
Position Surface form Disambiguated ID Type / Status
Subject Federal Public Services of Belgium E192724 entity
Predicate hasComponent P35 FINISHED
Object FPS Employment, Labour and Social Dialogue
FPS Employment, Labour and Social Dialogue is a Belgian federal public service responsible for labour policy, employment regulation, and social dialogue between employers, workers, and government.
E831174 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: FPS Employment, Labour and Social Dialogue | Statement: [Federal Public Services of Belgium, hasComponent, FPS Employment, Labour and Social Dialogue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FPS Employment, Labour and Social Dialogue
Context triple: [Federal Public Services of Belgium, hasComponent, FPS Employment, Labour and Social Dialogue]
  • A. Centre for Collaboration with Labour Authorities
    The Centre for Collaboration with Labour Authorities is a specialized unit within the Norwegian Institute of Public Health that coordinates research, guidance, and joint initiatives with labor and regulatory bodies to promote health and safety in the workplace.
  • B. Fourth Act for Modern Services on the Labour Market
    The Fourth Act for Modern Services on the Labour Market is a major German labor market reform law that restructured unemployment and social welfare benefits as part of the Hartz reforms in the early 2000s.
  • C. STC on Labour, Employment and Social Affairs
    The STC on Labour, Employment and Social Affairs is an African Union specialized technical committee responsible for guiding and coordinating continental policies and programs on labor, employment, social protection, and related social development issues.
  • D. Institute of Labour Studies
    The Institute of Labour Studies is an academic center at Lumière University Lyon 2 specializing in research and education on work, employment, and labor relations.
  • E. European Union institutions on labour and social policy
    European Union institutions on labour and social policy are the bodies and agencies of the EU responsible for developing, coordinating, and enforcing legislation and initiatives related to employment standards, workers’ rights, and social protection across member states.
  • 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: FPS Employment, Labour and Social Dialogue
Triple: [Federal Public Services of Belgium, hasComponent, FPS Employment, Labour and Social Dialogue]
Generated description
FPS Employment, Labour and Social Dialogue is a Belgian federal public service responsible for labour policy, employment regulation, and social dialogue between employers, workers, and government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FPS Employment, Labour and Social Dialogue
Target entity description: FPS Employment, Labour and Social Dialogue is a Belgian federal public service responsible for labour policy, employment regulation, and social dialogue between employers, workers, and government.
  • A. Centre for Collaboration with Labour Authorities
    The Centre for Collaboration with Labour Authorities is a specialized unit within the Norwegian Institute of Public Health that coordinates research, guidance, and joint initiatives with labor and regulatory bodies to promote health and safety in the workplace.
  • B. Fourth Act for Modern Services on the Labour Market
    The Fourth Act for Modern Services on the Labour Market is a major German labor market reform law that restructured unemployment and social welfare benefits as part of the Hartz reforms in the early 2000s.
  • C. STC on Labour, Employment and Social Affairs
    The STC on Labour, Employment and Social Affairs is an African Union specialized technical committee responsible for guiding and coordinating continental policies and programs on labor, employment, social protection, and related social development issues.
  • D. Institute of Labour Studies
    The Institute of Labour Studies is an academic center at Lumière University Lyon 2 specializing in research and education on work, employment, and labor relations.
  • E. European Union institutions on labour and social policy
    European Union institutions on labour and social policy are the bodies and agencies of the EU responsible for developing, coordinating, and enforcing legislation and initiatives related to employment standards, workers’ rights, and social protection across member states.
  • 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_69ca82dd978c8190947124ab0d3315ac completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb5e263208190b6ea8b8b4e29805d completed April 2, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69d228ddecfc8190850a098bf4074cc3 completed April 5, 2026, 9:18 a.m.
NEDg Description generation batch_69d22cc9284c8190be92710f37877846 completed April 5, 2026, 9:35 a.m.
NED2 Entity disambiguation (via description) batch_69d22d2997ec81909cb1267ab0066cd5 completed April 5, 2026, 9:36 a.m.
Created at: March 30, 2026, 8:44 p.m.