Triple

T10564012
Position Surface form Disambiguated ID Type / Status
Subject DG NEAR E249300 entity
Predicate usesInstrument P933 FINISHED
Object Instrument for Pre‑accession Assistance (IPA)
The Instrument for Pre‑accession Assistance (IPA) is a European Union funding mechanism that supports political, economic, and institutional reforms in candidate and potential candidate countries preparing for EU membership.
E870640 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: Instrument for Pre‑accession Assistance (IPA) | Statement: [DG NEAR, usesInstrument, Instrument for Pre‑accession Assistance (IPA)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Instrument for Pre‑accession Assistance (IPA)
Context triple: [DG NEAR, usesInstrument, Instrument for Pre‑accession Assistance (IPA)]
  • A. Commonwealth Fund for Technical Cooperation
    The Commonwealth Fund for Technical Cooperation is a voluntary funding mechanism that supports development and capacity-building projects across Commonwealth member countries, particularly in areas such as governance, economic development, and institutional strengthening.
  • B. CABEI
    CABEI is a regional multilateral development bank that finances economic integration and development projects in Central America.
  • C. Specific International Programme to Support Capacity-Building and Technical Assistance
    The Specific International Programme to Support Capacity-Building and Technical Assistance is a funding mechanism that helps countries, particularly developing nations and those with economies in transition, strengthen their institutional and technical capacity to implement the Minamata Convention on Mercury.
  • D. 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.
  • E. Agreement Establishing the International Fund for Agricultural Development
    The Agreement Establishing the International Fund for Agricultural Development is the founding international treaty that created IFAD as a specialized United Nations agency dedicated to eradicating rural poverty and improving food security in developing countries.
  • 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: Instrument for Pre‑accession Assistance (IPA)
Triple: [DG NEAR, usesInstrument, Instrument for Pre‑accession Assistance (IPA)]
Generated description
The Instrument for Pre‑accession Assistance (IPA) is a European Union funding mechanism that supports political, economic, and institutional reforms in candidate and potential candidate countries preparing for EU membership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Instrument for Pre‑accession Assistance (IPA)
Target entity description: The Instrument for Pre‑accession Assistance (IPA) is a European Union funding mechanism that supports political, economic, and institutional reforms in candidate and potential candidate countries preparing for EU membership.
  • A. Commonwealth Fund for Technical Cooperation
    The Commonwealth Fund for Technical Cooperation is a voluntary funding mechanism that supports development and capacity-building projects across Commonwealth member countries, particularly in areas such as governance, economic development, and institutional strengthening.
  • B. CABEI
    CABEI is a regional multilateral development bank that finances economic integration and development projects in Central America.
  • C. Specific International Programme to Support Capacity-Building and Technical Assistance
    The Specific International Programme to Support Capacity-Building and Technical Assistance is a funding mechanism that helps countries, particularly developing nations and those with economies in transition, strengthen their institutional and technical capacity to implement the Minamata Convention on Mercury.
  • D. 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.
  • E. Agreement Establishing the International Fund for Agricultural Development
    The Agreement Establishing the International Fund for Agricultural Development is the founding international treaty that created IFAD as a specialized United Nations agency dedicated to eradicating rural poverty and improving food security in developing countries.
  • 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_69d381c8bd708190acf3d275c908251e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d527224b808190b996ae970393f9c3 completed April 7, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d9349bb7748190b5afb492e78d1128 completed April 10, 2026, 5:34 p.m.
NEDg Description generation batch_69d938c979788190b11b02748ed44153 completed April 10, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69d9398b63f08190910dd838ad11de6e completed April 10, 2026, 5:55 p.m.
Created at: April 6, 2026, 12:36 p.m.