Triple

T8787647
Position Surface form Disambiguated ID Type / Status
Subject Slovakia and Hungary E209079 entity
Predicate shareCrossBorderCooperationProgrammes P59962 FINISHED
Object EU Interreg programmes
EU Interreg programmes are European Union-funded initiatives that support cross-border, transnational, and interregional cooperation to promote regional development and cohesion among neighboring countries.
E756944 NE FINISHED

How this triple was built (5 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 Interreg programmes | Statement: [Slovakia and Hungary, shareCrossBorderCooperationProgrammes, EU Interreg programmes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EU Interreg programmes
Context triple: [Slovakia and Hungary, shareCrossBorderCooperationProgrammes, EU Interreg programmes]
  • A. European Regional Development Fund
    The European Regional Development Fund is a European Union financial instrument aimed at strengthening economic and social cohesion by reducing regional disparities through investment in development projects.
  • B. European Neighbourhood Instrument
    The European Neighbourhood Instrument is a key European Union funding mechanism that supports political, economic, and social cooperation with neighboring countries to promote stability, security, and prosperity at the EU’s external borders.
  • C. Special EU Programmes Body
    The Special EU Programmes Body is a cross-border implementation agency that manages and delivers EU-funded cooperation and peace programmes between Northern Ireland and the Republic of Ireland.
  • D. European Grouping of Territorial Cooperation
    The European Grouping of Territorial Cooperation is an EU legal instrument that enables regional and local authorities from different member states to collaborate and implement joint cross-border projects and policies.
  • E. European Structural and Investment Funds
    The European Structural and Investment Funds were the European Union’s main financial instruments for promoting economic, social, and territorial cohesion by supporting regional development, job creation, and competitiveness across 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 Interreg programmes
Triple: [Slovakia and Hungary, shareCrossBorderCooperationProgrammes, EU Interreg programmes]
Generated description
EU Interreg programmes are European Union-funded initiatives that support cross-border, transnational, and interregional cooperation to promote regional development and cohesion among neighboring countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EU Interreg programmes
Target entity description: EU Interreg programmes are European Union-funded initiatives that support cross-border, transnational, and interregional cooperation to promote regional development and cohesion among neighboring countries.
  • A. European Regional Development Fund
    The European Regional Development Fund is a European Union financial instrument aimed at strengthening economic and social cohesion by reducing regional disparities through investment in development projects.
  • B. European Neighbourhood Instrument
    The European Neighbourhood Instrument is a key European Union funding mechanism that supports political, economic, and social cooperation with neighboring countries to promote stability, security, and prosperity at the EU’s external borders.
  • C. Special EU Programmes Body
    The Special EU Programmes Body is a cross-border implementation agency that manages and delivers EU-funded cooperation and peace programmes between Northern Ireland and the Republic of Ireland.
  • D. European Grouping of Territorial Cooperation
    The European Grouping of Territorial Cooperation is an EU legal instrument that enables regional and local authorities from different member states to collaborate and implement joint cross-border projects and policies.
  • E. European Structural and Investment Funds
    The European Structural and Investment Funds were the European Union’s main financial instruments for promoting economic, social, and territorial cohesion by supporting regional development, job creation, and competitiveness across member states.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: shareCrossBorderCooperationProgrammes
Context triple: [Slovakia and Hungary, shareCrossBorderCooperationProgrammes, EU Interreg programmes]
  • A. crossBorderCooperationStructure
    Indicates a formal arrangement or framework through which entities from different countries collaborate and coordinate activities across national borders.
  • B. crossBorderPartner
    Indicates a partnership relationship between entities that operate across national or jurisdictional borders.
  • C. haveCrossBorderAgreements chosen
    Indicates that there exist formal agreements or arrangements between entities that operate across national or jurisdictional borders.
  • D. crossBorderCommunity
    Indicates a relationship where a community spans or connects populations across one or more political or geographic borders.
  • E. internationalPartners
    Indicates that two or more entities are engaged in a formal or recognized partnership that crosses national boundaries.
  • F. None of above.

Provenance (6 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_69ca836168108190bb43d3dc235c1f55 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f89a84c819085d4cfe4e6dfbda8 completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf520678f48190a0af3df75df9b269 completed April 3, 2026, 5:37 a.m.
NEDg Description generation batch_69cf5490df348190a31f300f0f4dae71 completed April 3, 2026, 5:48 a.m.
NED2 Entity disambiguation (via description) batch_69cf5565bc108190a283772608fd28de completed April 3, 2026, 5:51 a.m.
PD Predicate disambiguation batch_69cc5c1d48f08190b325a77d4c76d223 completed March 31, 2026, 11:43 p.m.
Created at: March 30, 2026, 6:43 p.m.