Triple

T265361
Position Surface form Disambiguated ID Type / Status
Subject Class V: Social Sciences, Law and Economics E5709 entity
Predicate hasTopic P531 FINISHED
Object European integration
European integration is the political, economic, and legal process through which European countries have increasingly coordinated and pooled sovereignty, most notably within frameworks such as the European Union.
E34659 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 integration | Statement: [Class V: Social Sciences, Law and Economics, hasTopic, European integration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European integration
Context triple: [Class V: Social Sciences, Law and Economics, hasTopic, European integration]
  • A. Western European Union
    The Western European Union was a now-defunct European defense and security organization that coordinated military cooperation among several Western European states during the Cold War and its aftermath.
  • B. European Union economic and monetary union
    The European Union economic and monetary union is the EU framework that coordinates economic policy and establishes a single currency and monetary policy for participating member states.
  • C. European institutions
    European institutions are the key political and administrative bodies of the European Union and its associated organizations, responsible for creating, implementing, and overseeing policies and legislation across member states.
  • D. European Union
    The European Union is a political and economic union of European countries that collectively form one of the world’s largest single markets and play a major role in global diplomacy and governance.
  • E. European Council
    The European Council is an EU institution that brings together the heads of state or government of member countries to define the European Union’s overall political direction and priorities.
  • 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 integration
Triple: [Class V: Social Sciences, Law and Economics, hasTopic, European integration]
Generated description
European integration is the political, economic, and legal process through which European countries have increasingly coordinated and pooled sovereignty, most notably within frameworks such as the European Union.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European integration
Target entity description: European integration is the political, economic, and legal process through which European countries have increasingly coordinated and pooled sovereignty, most notably within frameworks such as the European Union.
  • A. Western European Union
    The Western European Union was a now-defunct European defense and security organization that coordinated military cooperation among several Western European states during the Cold War and its aftermath.
  • B. European Union economic and monetary union
    The European Union economic and monetary union is the EU framework that coordinates economic policy and establishes a single currency and monetary policy for participating member states.
  • C. European institutions
    European institutions are the key political and administrative bodies of the European Union and its associated organizations, responsible for creating, implementing, and overseeing policies and legislation across member states.
  • D. European Union
    The European Union is a political and economic union of European countries that collectively form one of the world’s largest single markets and play a major role in global diplomacy and governance.
  • E. European Council
    The European Council is an EU institution that brings together the heads of state or government of member countries to define the European Union’s overall political direction and priorities.
  • 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_69a2587daeb081909591b9d30f80a271 completed Feb. 28, 2026, 2:52 a.m.
NER Named-entity recognition batch_69a25d8f9bbc8190a13841e4de093a66 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a389ae45648190966804664bf4f861 completed March 1, 2026, 12:34 a.m.
NEDg Description generation batch_69a38a9adf4481909300cfa1fb3129cc completed March 1, 2026, 12:38 a.m.
NED2 Entity disambiguation (via description) batch_69a38aef72808190953043b9c480fada completed March 1, 2026, 12:40 a.m.
Created at: Feb. 28, 2026, 2:56 a.m.