Triple

T11097460
Position Surface form Disambiguated ID Type / Status
Subject DG INTPA E262411 entity
Predicate responsibleFor P636 FINISHED
Object European Union development cooperation programmes
European Union development cooperation programmes are the EU’s external aid and partnership initiatives that support sustainable development, poverty reduction, and good governance in partner countries worldwide.
E504932 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: European Union development cooperation programmes | Statement: [DG INTPA, responsibleFor, European Union development cooperation programmes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Union development cooperation programmes
Context triple: [DG INTPA, responsibleFor, European Union development cooperation programmes]
  • A. European Development Fund programming
    European Development Fund programming is the multiannual planning and allocation process through which the European Union finances development cooperation and aid projects with African, Caribbean, and Pacific (ACP) countries.
  • 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. EU cohesion policy
    EU cohesion policy is a European Union framework of financial instruments and programs aimed at reducing regional disparities and promoting balanced economic, social, and territorial development across member states.
  • D. 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.
  • E. EU missions
    EU missions are operations and initiatives conducted by the European Union, often under its Common Security and Defence Policy, to promote stability, security, and crisis management beyond its borders.
  • 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: European Union development cooperation programmes
Triple: [DG INTPA, responsibleFor, European Union development cooperation programmes]
Generated description
European Union development cooperation programmes are the EU’s external aid and partnership initiatives that support sustainable development, poverty reduction, and good governance in partner countries worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Union development cooperation programmes
Target entity description: European Union development cooperation programmes are the EU’s external aid and partnership initiatives that support sustainable development, poverty reduction, and good governance in partner countries worldwide.
  • A. European Development Fund programming chosen
    European Development Fund programming is the multiannual planning and allocation process through which the European Union finances development cooperation and aid projects with African, Caribbean, and Pacific (ACP) countries.
  • 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. EU cohesion policy
    EU cohesion policy is a European Union framework of financial instruments and programs aimed at reducing regional disparities and promoting balanced economic, social, and territorial development across member states.
  • D. 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.
  • E. EU missions
    EU missions are operations and initiatives conducted by the European Union, often under its Common Security and Defence Policy, to promote stability, security, and crisis management beyond its borders.
  • F. None of above.

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_69d6aa9a40d88190a373e2c7e48285db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79a0a02cc8190a15df663d4860163 completed April 9, 2026, 12:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3e7eca9bc8190b43bae081d97d804 completed April 18, 2026, 8:22 p.m.
NEDg Description generation batch_69e3f2cbb4708190a328cff473104d14 completed April 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69e3f497a01881909d1dae70a02e5f97 completed April 18, 2026, 9:16 p.m.
Created at: April 8, 2026, 9:27 p.m.