Triple

T12809158
Position Surface form Disambiguated ID Type / Status
Subject Ukraine–Poland E306221 entity
Predicate hasInstitutionalCooperation P43350 FINISHED
Object Euroregions
Euroregions are cross-border cooperative structures in Europe that bring together local and regional authorities from neighboring countries to promote joint development, cultural exchange, and coordinated regional policies.
E1004977 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: Euroregions | Statement: [Ukraine–Poland, hasInstitutionalCooperation, Euroregions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Euroregions
Context triple: [Ukraine–Poland, hasInstitutionalCooperation, Euroregions]
  • A. Euroregion EUREGIO
    Euroregion EUREGIO is a cross-border cooperation region along the Dutch-German border that promotes economic, cultural, and social collaboration between its member municipalities and regions.
  • B. Euroregion Baltic
    Euroregion Baltic is a transnational cooperation area in the southern Baltic Sea region that promotes cross-border collaboration and development among its member regions in countries such as Poland, Sweden, Denmark, Lithuania, and Russia.
  • C. Euroregion Pyrenees–Mediterranean
    The Euroregion Pyrenees–Mediterranean is a cross-border cooperation structure linking regions in Spain and France around the Pyrenees and the western Mediterranean to promote shared economic, cultural, and environmental initiatives.
  • D. Pomerania Euroregion
    Pomerania Euroregion is a transnational cooperation area uniting parts of Poland and Germany (and often neighboring regions) to promote cross-border economic, cultural, and infrastructural development.
  • E. Euroregion Meuse-Rhine
    Euroregion Meuse-Rhine is a cross-border cooperation region in Western Europe that brings together parts of Germany, Belgium, and the Netherlands to promote economic, cultural, and social collaboration.
  • 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: Euroregions
Triple: [Ukraine–Poland, hasInstitutionalCooperation, Euroregions]
Generated description
Euroregions are cross-border cooperative structures in Europe that bring together local and regional authorities from neighboring countries to promote joint development, cultural exchange, and coordinated regional policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Euroregions
Target entity description: Euroregions are cross-border cooperative structures in Europe that bring together local and regional authorities from neighboring countries to promote joint development, cultural exchange, and coordinated regional policies.
  • A. Euroregion EUREGIO
    Euroregion EUREGIO is a cross-border cooperation region along the Dutch-German border that promotes economic, cultural, and social collaboration between its member municipalities and regions.
  • B. Euroregion Baltic
    Euroregion Baltic is a transnational cooperation area in the southern Baltic Sea region that promotes cross-border collaboration and development among its member regions in countries such as Poland, Sweden, Denmark, Lithuania, and Russia.
  • C. Euroregion Pyrenees–Mediterranean
    The Euroregion Pyrenees–Mediterranean is a cross-border cooperation structure linking regions in Spain and France around the Pyrenees and the western Mediterranean to promote shared economic, cultural, and environmental initiatives.
  • D. Pomerania Euroregion
    Pomerania Euroregion is a transnational cooperation area uniting parts of Poland and Germany (and often neighboring regions) to promote cross-border economic, cultural, and infrastructural development.
  • E. Euroregion Meuse-Rhine
    Euroregion Meuse-Rhine is a cross-border cooperation region in Western Europe that brings together parts of Germany, Belgium, and the Netherlands to promote economic, cultural, and social collaboration.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasInstitutionalCooperation
Context triple: [Ukraine–Poland, hasInstitutionalCooperation, Euroregions]
  • A. hasInstitutions
    Indicates that one entity possesses, contains, or is associated with one or more institutions.
  • B. parallelInstitution
    Indicates that two institutions exist or operate in a corresponding, side-by-side, or functionally equivalent manner without one being subordinate to the other.
  • C. hasCooperationFramework chosen
    Indicates that two or more entities are formally linked by an agreed framework that governs how they cooperate or collaborate with each other.
  • D. definesCooperationWith
    Indicates that one entity formally specifies or establishes the terms, scope, or nature of cooperative interaction with another entity.
  • E. hasInstitutionalPresenceIn
    Indicates that an institution maintains an established presence, such as operations, offices, or activities, within a specified location or region.
  • 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_69d7bdf46c448190b1faa55aaacb6317 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e808130819080f404b3a7462c2e completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ec89eb081909915af6e2216e0a2 completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f68fb6790881908c1d6f53b54906a2 completed May 2, 2026, 11:58 p.m.
NED2 Entity disambiguation (via description) batch_69f690c0bd208190bd1f04a9640ad1ce completed May 3, 2026, 12:03 a.m.
PD Predicate disambiguation batch_69d9640ed7448190b276e7fab649f7d2 completed April 10, 2026, 8:56 p.m.
Created at: April 9, 2026, 5:31 p.m.