Triple

T16950430
Position Surface form Disambiguated ID Type / Status
Subject Ukraine–European Union relations E411166 entity
Predicate basedOnAgreement P9252 FINISHED
Object EU–Ukraine Readmission Agreement
The EU–Ukraine Readmission Agreement is a bilateral treaty that sets out procedures for the return of persons residing irregularly in EU member states or Ukraine, forming a key legal pillar of their broader migration and visa policy cooperation.
E1241010 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–Ukraine Readmission Agreement | Statement: [Ukraine–European Union relations, basedOnAgreement, EU–Ukraine Readmission Agreement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EU–Ukraine Readmission Agreement
Context triple: [Ukraine–European Union relations, basedOnAgreement, EU–Ukraine Readmission Agreement]
  • A. Romania–Ukraine Treaty of 1997
    The Romania–Ukraine Treaty of 1997 is a bilateral agreement that normalized relations between the two countries after the Cold War, settling key political and territorial issues and laying the foundation for long-term cooperation.
  • B. EU Border Assistance Mission to Moldova and Ukraine
    The EU Border Assistance Mission to Moldova and Ukraine is a European Union civilian mission that supports Moldova and Ukraine in strengthening border management, customs procedures, and security along their shared frontiers, particularly with Transnistria.
  • C. Protocol on asylum for nationals of Member States of the European Union
    The Protocol on asylum for nationals of Member States of the European Union is an EU legal instrument that restricts and regulates the granting of asylum by EU countries to citizens of other EU member states, reflecting the assumption of mutual respect for fundamental rights within the Union.
  • D. Schengen Agreement 1985
    The Schengen Agreement of 1985 is a landmark treaty that laid the foundation for passport-free travel and the abolition of internal border controls among participating European countries.
  • E. Ukraine–European Union relations
    Ukraine–European Union relations encompass the political, economic, and legal ties between Ukraine and the EU, including association and trade agreements, reform-oriented cooperation, and Ukraine’s aspirations for deeper integration and eventual membership.
  • 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–Ukraine Readmission Agreement
Triple: [Ukraine–European Union relations, basedOnAgreement, EU–Ukraine Readmission Agreement]
Generated description
The EU–Ukraine Readmission Agreement is a bilateral treaty that sets out procedures for the return of persons residing irregularly in EU member states or Ukraine, forming a key legal pillar of their broader migration and visa policy cooperation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EU–Ukraine Readmission Agreement
Target entity description: The EU–Ukraine Readmission Agreement is a bilateral treaty that sets out procedures for the return of persons residing irregularly in EU member states or Ukraine, forming a key legal pillar of their broader migration and visa policy cooperation.
  • A. Romania–Ukraine Treaty of 1997
    The Romania–Ukraine Treaty of 1997 is a bilateral agreement that normalized relations between the two countries after the Cold War, settling key political and territorial issues and laying the foundation for long-term cooperation.
  • B. EU Border Assistance Mission to Moldova and Ukraine
    The EU Border Assistance Mission to Moldova and Ukraine is a European Union civilian mission that supports Moldova and Ukraine in strengthening border management, customs procedures, and security along their shared frontiers, particularly with Transnistria.
  • C. Protocol on asylum for nationals of Member States of the European Union
    The Protocol on asylum for nationals of Member States of the European Union is an EU legal instrument that restricts and regulates the granting of asylum by EU countries to citizens of other EU member states, reflecting the assumption of mutual respect for fundamental rights within the Union.
  • D. Schengen Agreement 1985
    The Schengen Agreement of 1985 is a landmark treaty that laid the foundation for passport-free travel and the abolition of internal border controls among participating European countries.
  • E. Ukraine–European Union relations
    Ukraine–European Union relations encompass the political, economic, and legal ties between Ukraine and the EU, including association and trade agreements, reform-oriented cooperation, and Ukraine’s aspirations for deeper integration and eventual membership.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cfb6e5fc8190b1bd3ad1c2773685 completed April 18, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cff033ec8190b927c0f3da0b321b completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0780bd881909a9c820625cda9c3 completed May 10, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_6a00d1366f4c8190b5627f67402d96a0 completed May 10, 2026, 6:40 p.m.
Created at: April 10, 2026, 5:31 a.m.