Triple

T5817124
Position Surface form Disambiguated ID Type / Status
Subject European Court of Auditors E129013 entity
Predicate auditScope P11084 FINISHED
Object European Development Funds
The European Development Funds are the main instruments through which the European Union finances development cooperation and aid projects in African, Caribbean, and Pacific (ACP) countries and overseas territories.
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 Development Funds | Statement: [European Court of Auditors, auditScope, European Development Funds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Development Funds
Context triple: [European Court of Auditors, auditScope, European Development Funds]
  • A. 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.
  • B. 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.
  • C. European Social Fund
    The European Social Fund is a European Union financial instrument dedicated to improving employment opportunities, promoting social inclusion, and investing in skills and workforce development across member states.
  • D. 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.
  • E. European Investment Fund
    The European Investment Fund is a specialist EU financial institution that supports small and medium-sized enterprises by providing risk finance through guarantees, equity investments, and other instruments, often in partnership with banks and funds.
  • 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 Development Funds
Triple: [European Court of Auditors, auditScope, European Development Funds]
Generated description
The European Development Funds are the main instruments through which the European Union finances development cooperation and aid projects in African, Caribbean, and Pacific (ACP) countries and overseas territories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Development Funds
Target entity description: The European Development Funds are the main instruments through which the European Union finances development cooperation and aid projects in African, Caribbean, and Pacific (ACP) countries and overseas territories.
  • A. 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.
  • B. 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.
  • C. European Social Fund
    The European Social Fund is a European Union financial instrument dedicated to improving employment opportunities, promoting social inclusion, and investing in skills and workforce development across member states.
  • D. 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.
  • E. European Investment Fund
    The European Investment Fund is a specialist EU financial institution that supports small and medium-sized enterprises by providing risk finance through guarantees, equity investments, and other instruments, often in partnership with banks and funds.
  • 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c049fbc57481908299d1955692c76b completed March 22, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c098504c68819089eff37ea1fa0979 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c098d936d081909d930fc8b6b3fd67 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c09947c5fc8190ba279ed0f991f9a9 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:53 p.m.