Triple

T4694693
Position Surface form Disambiguated ID Type / Status
Subject European Transport Workers’ Federation E104113 entity
Predicate representsIn P1074 FINISHED
Object EU sectoral social dialogue for transport
The EU sectoral social dialogue for transport is a formal framework at European level where transport employers and workers’ organizations negotiate and consult on employment, working conditions, and social policies in the transport sector.
E461621 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: EU sectoral social dialogue for transport | Statement: [European Transport Workers’ Federation, representsIn, EU sectoral social dialogue for transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EU sectoral social dialogue for transport
Context triple: [European Transport Workers’ Federation, representsIn, EU sectoral social dialogue for transport]
  • A. Directorate-General for Mobility and Transport
    The Directorate-General for Mobility and Transport is the European Commission department responsible for developing and implementing EU policies on transport and mobility across all modes.
  • B. European Transport Workers’ Federation
    The European Transport Workers’ Federation is a regional trade union organization representing transport workers across Europe and advocating for their labor rights, safety, and working conditions.
  • C. International Transport Forum
    The International Transport Forum is an intergovernmental organization within the OECD that serves as a global platform for transport policy dialogue, research, and cooperation among member countries.
  • D. EIT Urban Mobility
    EIT Urban Mobility is a European innovation initiative that brings together cities, industry, academia, and citizens to develop and scale solutions for more sustainable and efficient urban transport and mobility systems.
  • E. Amsterdam Treaty employment chapter
    The Amsterdam Treaty employment chapter is a key section of the 1997 Amsterdam Treaty that strengthened the European Union’s role in promoting job creation and coordinated employment policies among 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: EU sectoral social dialogue for transport
Triple: [European Transport Workers’ Federation, representsIn, EU sectoral social dialogue for transport]
Generated description
The EU sectoral social dialogue for transport is a formal framework at European level where transport employers and workers’ organizations negotiate and consult on employment, working conditions, and social policies in the transport sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EU sectoral social dialogue for transport
Target entity description: The EU sectoral social dialogue for transport is a formal framework at European level where transport employers and workers’ organizations negotiate and consult on employment, working conditions, and social policies in the transport sector.
  • A. Directorate-General for Mobility and Transport
    The Directorate-General for Mobility and Transport is the European Commission department responsible for developing and implementing EU policies on transport and mobility across all modes.
  • B. European Transport Workers’ Federation
    The European Transport Workers’ Federation is a regional trade union organization representing transport workers across Europe and advocating for their labor rights, safety, and working conditions.
  • C. International Transport Forum
    The International Transport Forum is an intergovernmental organization within the OECD that serves as a global platform for transport policy dialogue, research, and cooperation among member countries.
  • D. EIT Urban Mobility
    EIT Urban Mobility is a European innovation initiative that brings together cities, industry, academia, and citizens to develop and scale solutions for more sustainable and efficient urban transport and mobility systems.
  • E. Amsterdam Treaty employment chapter
    The Amsterdam Treaty employment chapter is a key section of the 1997 Amsterdam Treaty that strengthened the European Union’s role in promoting job creation and coordinated employment policies among 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_69bd43df91f481908e9add1b617b60ef completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd63b1cee481908a8fb5eeb359cc00 completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03c093ac8190869aab6abcfd571f completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be05dfdd9c819080f66ff27ff657b5 completed March 21, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_69be063f4aa4819099c72d66f5f6c095 completed March 21, 2026, 2:45 a.m.
Created at: March 20, 2026, 1:17 p.m.