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.