Triple

T6281393
Position Surface form Disambiguated ID Type / Status
Subject Trans-European Transport Network E140788 entity
Predicate fundedBy P67 FINISHED
Object Cohesion Fund
The Cohesion Fund is a European Union financial instrument that supports environmental and trans-European transport infrastructure projects in less economically developed member states to promote economic and social cohesion.
E581233 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: Cohesion Fund | Statement: [Trans-European Transport Network, fundedBy, Cohesion Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cohesion Fund
Context triple: [Trans-European Transport Network, fundedBy, Cohesion Fund]
  • A. 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.
  • B. 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.
  • C. Children’s Investment Fund Foundation
    The Children’s Investment Fund Foundation is a large philanthropic organization that focuses on improving the lives of children in developing countries through investments in health, nutrition, education, and climate initiatives.
  • D. Multilateral Investment Fund
    The Multilateral Investment Fund is a development finance initiative that supports private sector-led economic growth and innovation in Latin America and the Caribbean, particularly for small and medium-sized enterprises.
  • E. COFUND
    COFUND is a Marie Skłodowska‑Curie Actions scheme that co-finances regional, national, and international fellowship and doctoral training programmes to enhance researcher mobility and career development.
  • 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: Cohesion Fund
Triple: [Trans-European Transport Network, fundedBy, Cohesion Fund]
Generated description
The Cohesion Fund is a European Union financial instrument that supports environmental and trans-European transport infrastructure projects in less economically developed member states to promote economic and social cohesion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cohesion Fund
Target entity description: The Cohesion Fund is a European Union financial instrument that supports environmental and trans-European transport infrastructure projects in less economically developed member states to promote economic and social cohesion.
  • A. 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.
  • B. 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.
  • C. Children’s Investment Fund Foundation
    The Children’s Investment Fund Foundation is a large philanthropic organization that focuses on improving the lives of children in developing countries through investments in health, nutrition, education, and climate initiatives.
  • D. Multilateral Investment Fund
    The Multilateral Investment Fund is a development finance initiative that supports private sector-led economic growth and innovation in Latin America and the Caribbean, particularly for small and medium-sized enterprises.
  • E. COFUND
    COFUND is a Marie Skłodowska‑Curie Actions scheme that co-finances regional, national, and international fellowship and doctoral training programmes to enhance researcher mobility and career development.
  • 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_69c008cd17c8819082b82d3fbeb68047 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063dee62881908347283f16dcbe68 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c51962132881909a2eccd1203e03c1 completed March 26, 2026, 11:32 a.m.
NEDg Description generation batch_69c51b4803e08190ac067896da3400e5 completed March 26, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69c51bf81cfc8190a6f0e4ca74c7ff05 completed March 26, 2026, 11:43 a.m.
Created at: March 22, 2026, 4:26 p.m.