Triple

T15140028
Position Surface form Disambiguated ID Type / Status
Subject Human Environment and Transport Inspectorate of the Netherlands E361658 entity
Predicate collaboratesWith P37 FINISHED
Object European Union agencies in the field of transport
European Union agencies in the field of transport are specialized bodies of the EU responsible for regulating, coordinating, and enhancing safety, security, and efficiency across the Union’s transport systems.
E1139517 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 Union agencies in the field of transport | Statement: [Human Environment and Transport Inspectorate of the Netherlands, collaboratesWith, European Union agencies in the field of transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Union agencies in the field of transport
Context triple: [Human Environment and Transport Inspectorate of the Netherlands, collaboratesWith, European Union agencies in the field of transport]
  • A. 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.
  • B. 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.
  • C. European road and transport cooperation
    European road and transport cooperation is a collaborative framework among European countries and institutions aimed at harmonizing and improving road infrastructure, traffic safety, and transport policies across the continent.
  • D. Directorate for Transport
    The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport infrastructure and services.
  • E. Centre for Collaboration with Transport Sector
    The Centre for Collaboration with Transport Sector is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating research and initiatives related to health and safety in the transport sector.
  • 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 Union agencies in the field of transport
Triple: [Human Environment and Transport Inspectorate of the Netherlands, collaboratesWith, European Union agencies in the field of transport]
Generated description
European Union agencies in the field of transport are specialized bodies of the EU responsible for regulating, coordinating, and enhancing safety, security, and efficiency across the Union’s transport systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Union agencies in the field of transport
Target entity description: European Union agencies in the field of transport are specialized bodies of the EU responsible for regulating, coordinating, and enhancing safety, security, and efficiency across the Union’s transport systems.
  • A. 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.
  • B. 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.
  • C. European road and transport cooperation
    European road and transport cooperation is a collaborative framework among European countries and institutions aimed at harmonizing and improving road infrastructure, traffic safety, and transport policies across the continent.
  • D. Directorate for Transport
    The Directorate for Transport is a division of the Scottish Government responsible for developing and implementing national transport policy and overseeing Scotland’s transport infrastructure and services.
  • E. Centre for Collaboration with Transport Sector
    The Centre for Collaboration with Transport Sector is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating research and initiatives related to health and safety in the transport sector.
  • 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_69d85a0759908190b8a051d2e2a1cbe6 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005c46a248190a2364092d40274f3 completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69febfec3ae48190b2d8e853dab00777 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec0c97f4c819084ba9eb2d8f69ceb completed May 9, 2026, 5:06 a.m.
NED2 Entity disambiguation (via description) batch_69fec13ccea48190aeb155af012478b8 completed May 9, 2026, 5:08 a.m.
Created at: April 10, 2026, 3:07 a.m.