Triple

T1314834
Position Surface form Disambiguated ID Type / Status
Subject UK Shared Prosperity Fund E28077 entity
Predicate replaces P101 FINISHED
Object 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.
E150268 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 Structural and Investment Funds | Statement: [UK Shared Prosperity Fund, replaces, European Structural and Investment Funds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Structural and Investment Funds
Context triple: [UK Shared Prosperity Fund, replaces, European Structural and Investment Funds]
  • A. 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.
  • B. 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.
  • C. European Financial Stability Facility
    The European Financial Stability Facility was a temporary crisis resolution mechanism created by eurozone countries in 2010 to provide financial assistance to member states in economic difficulty during the sovereign debt crisis.
  • D. European Monetary Cooperation Fund
    The European Monetary Cooperation Fund was a pre-euro financial institution of the European Community that supported monetary cooperation and exchange rate stability among member states.
  • E. European Investment Bank
    The European Investment Bank is the European Union’s long-term lending institution, financing projects that support EU policy goals such as sustainable development, innovation, and infrastructure.
  • 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 Structural and Investment Funds
Triple: [UK Shared Prosperity Fund, replaces, European Structural and Investment Funds]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Structural and Investment Funds
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. European Financial Stability Facility
    The European Financial Stability Facility was a temporary crisis resolution mechanism created by eurozone countries in 2010 to provide financial assistance to member states in economic difficulty during the sovereign debt crisis.
  • D. European Monetary Cooperation Fund
    The European Monetary Cooperation Fund was a pre-euro financial institution of the European Community that supported monetary cooperation and exchange rate stability among member states.
  • E. European Investment Bank
    The European Investment Bank is the European Union’s long-term lending institution, financing projects that support EU policy goals such as sustainable development, innovation, and infrastructure.
  • 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_69a498532c3481909223b74af2e578df completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1598f488190b01cf4c3f1e613a7 completed March 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbaf16a84819089c3473113ae70f9 completed March 7, 2026, 11:55 p.m.
NEDg Description generation batch_69acbb89269081909f00aee480c94e9f completed March 7, 2026, 11:58 p.m.
NED2 Entity disambiguation (via description) batch_69acbc010cd0819080b1f8695dc0990b completed March 8, 2026, midnight
Created at: March 1, 2026, 7:55 p.m.