Triple

T1613438
Position Surface form Disambiguated ID Type / Status
Subject European integration E34659 entity
Predicate hasKeyConcept P533 FINISHED
Object multi-speed Europe
Multi-speed Europe is a model of European integration in which different EU member states integrate at varying levels and paces, allowing some countries to advance further or faster in certain policy areas than others.
E183401 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: multi-speed Europe | Statement: [European integration, hasKeyConcept, multi-speed Europe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: multi-speed Europe
Context triple: [European integration, hasKeyConcept, multi-speed Europe]
  • A. Euro
    The Euro is the official common currency used by many countries in the European Union, facilitating trade and travel across much of Europe.
  • B. European Quarter
    The European Quarter is a district in Brussels that hosts many of the main institutions of the European Union, including parts of the European Parliament and European Commission.
  • C. New Europe
    New Europe is a travel documentary series and accompanying book by Michael Palin in which he explores the culture, history, and landscapes of Eastern and Central European countries after the end of the Cold War.
  • D. Count (continental Europe)
    Count (continental Europe) is a noble title historically ranking below a marquis and above a viscount, roughly equivalent to an earl in the British peerage system.
  • E. Union of the Capitals of the European Union
    The Union of the Capitals of the European Union is an association that brings together the capital cities of EU member states to promote cooperation, exchange of best practices, and joint representation on urban and European policy issues.
  • 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: multi-speed Europe
Triple: [European integration, hasKeyConcept, multi-speed Europe]
Generated description
Multi-speed Europe is a model of European integration in which different EU member states integrate at varying levels and paces, allowing some countries to advance further or faster in certain policy areas than others.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: multi-speed Europe
Target entity description: Multi-speed Europe is a model of European integration in which different EU member states integrate at varying levels and paces, allowing some countries to advance further or faster in certain policy areas than others.
  • A. Euro
    The Euro is the official common currency used by many countries in the European Union, facilitating trade and travel across much of Europe.
  • B. European Quarter
    The European Quarter is a district in Brussels that hosts many of the main institutions of the European Union, including parts of the European Parliament and European Commission.
  • C. New Europe
    New Europe is a travel documentary series and accompanying book by Michael Palin in which he explores the culture, history, and landscapes of Eastern and Central European countries after the end of the Cold War.
  • D. Count (continental Europe)
    Count (continental Europe) is a noble title historically ranking below a marquis and above a viscount, roughly equivalent to an earl in the British peerage system.
  • E. Union of the Capitals of the European Union
    The Union of the Capitals of the European Union is an association that brings together the capital cities of EU member states to promote cooperation, exchange of best practices, and joint representation on urban and European policy issues.
  • 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_69a885ffc5ec819091afa325d5f9611c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9098e245c8190b0169b648434aa49 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51ca2bc48190abb83f4d84782334 completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad55d41c048190a2d85dc19bc56242 completed March 8, 2026, 10:56 a.m.
NED2 Entity disambiguation (via description) batch_69ad564aed808190a58dbf3a84780255 completed March 8, 2026, 10:58 a.m.
Created at: March 4, 2026, 7:28 p.m.