Triple

T16950453
Position Surface form Disambiguated ID Type / Status
Subject Ukraine–European Union relations E411166 entity
Predicate includesMechanism P1393 FINISHED
Object EU budget support programmes for Ukraine
EU budget support programmes for Ukraine are European Union financial assistance instruments that provide direct funding to Ukraine’s state budget to support reforms, economic stability, and alignment with EU standards.
E1241014 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 budget support programmes for Ukraine | Statement: [Ukraine–European Union relations, includesMechanism, EU budget support programmes for Ukraine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EU budget support programmes for Ukraine
Context triple: [Ukraine–European Union relations, includesMechanism, EU budget support programmes for Ukraine]
  • A. State Budget of Ukraine
    The State Budget of Ukraine is the central government’s annual financial plan that outlines national revenues, expenditures, and fiscal priorities for the country.
  • B. Budget Code of Ukraine
    The Budget Code of Ukraine is the primary legislative framework that regulates the country’s budgetary system, defining the principles, procedures, and responsibilities for forming, approving, and executing state and local budgets.
  • C. Annual National Programme of Ukraine with NATO
    The Annual National Programme of Ukraine with NATO is a comprehensive reform and cooperation framework that guides Ukraine’s political, defense, and institutional alignment with NATO standards and objectives.
  • D. Appendix Ukraine Scheme
    Appendix Ukraine Scheme is a section of the UK Immigration Rules that sets out special visa and immigration provisions for people affected by the conflict in Ukraine.
  • E. Ukrainian administrative reform of 2020
    The Ukrainian administrative reform of 2020 was a nationwide restructuring that significantly reduced and consolidated the country’s districts and local governments to streamline administration and improve governance efficiency.
  • 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 budget support programmes for Ukraine
Triple: [Ukraine–European Union relations, includesMechanism, EU budget support programmes for Ukraine]
Generated description
EU budget support programmes for Ukraine are European Union financial assistance instruments that provide direct funding to Ukraine’s state budget to support reforms, economic stability, and alignment with EU standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EU budget support programmes for Ukraine
Target entity description: EU budget support programmes for Ukraine are European Union financial assistance instruments that provide direct funding to Ukraine’s state budget to support reforms, economic stability, and alignment with EU standards.
  • A. State Budget of Ukraine
    The State Budget of Ukraine is the central government’s annual financial plan that outlines national revenues, expenditures, and fiscal priorities for the country.
  • B. Budget Code of Ukraine
    The Budget Code of Ukraine is the primary legislative framework that regulates the country’s budgetary system, defining the principles, procedures, and responsibilities for forming, approving, and executing state and local budgets.
  • C. Annual National Programme of Ukraine with NATO
    The Annual National Programme of Ukraine with NATO is a comprehensive reform and cooperation framework that guides Ukraine’s political, defense, and institutional alignment with NATO standards and objectives.
  • D. Appendix Ukraine Scheme
    Appendix Ukraine Scheme is a section of the UK Immigration Rules that sets out special visa and immigration provisions for people affected by the conflict in Ukraine.
  • E. Ukrainian administrative reform of 2020
    The Ukrainian administrative reform of 2020 was a nationwide restructuring that significantly reduced and consolidated the country’s districts and local governments to streamline administration and improve governance efficiency.
  • 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.