Triple

T1314836
Position Surface form Disambiguated ID Type / Status
Subject UK Shared Prosperity Fund E28077 entity
Predicate replaces P101 FINISHED
Object 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.
E153038 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 Social Fund | Statement: [UK Shared Prosperity Fund, replaces, European Social Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Social Fund
Context triple: [UK Shared Prosperity Fund, replaces, European Social Fund]
  • 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 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.
  • C. European Agricultural Fund for Rural Development
    The European Agricultural Fund for Rural Development is an EU financial instrument that supports rural development, environmental stewardship, and the modernization and diversification of agriculture across member states.
  • D. 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.
  • E. European Commission
    The European Commission is the executive branch of the European Union, responsible for proposing legislation, implementing decisions, upholding EU treaties, and managing the day-to-day business of the EU.
  • 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 Social Fund
Triple: [UK Shared Prosperity Fund, replaces, European Social Fund]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Social Fund
Target entity description: 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.
  • 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 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.
  • C. European Agricultural Fund for Rural Development
    The European Agricultural Fund for Rural Development is an EU financial instrument that supports rural development, environmental stewardship, and the modernization and diversification of agriculture across member states.
  • D. 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.
  • E. European Commission
    The European Commission is the executive branch of the European Union, responsible for proposing legislation, implementing decisions, upholding EU treaties, and managing the day-to-day business of the EU.
  • 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_69acc6255b808190823bc240365ed304 completed March 8, 2026, 12:43 a.m.
NEDg Description generation batch_69acc684fb34819097fbb1659032d3c2 completed March 8, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69acc6ec853c8190b60bd2d876605c48 completed March 8, 2026, 12:46 a.m.
Created at: March 1, 2026, 7:55 p.m.