Triple

T13489630
Position Surface form Disambiguated ID Type / Status
Subject InnovFin SME Guarantee Facility E318599 entity
Predicate partOf P40 FINISHED
Object InnovFin
InnovFin is a European Union initiative that provides financial instruments and support to foster research, innovation, and growth among businesses and projects across Europe.
E1043698 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: InnovFin | Statement: [InnovFin SME Guarantee Facility, partOf, InnovFin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: InnovFin
Context triple: [InnovFin SME Guarantee Facility, partOf, InnovFin]
  • A. InnovFin SME Guarantee Facility
    InnovFin SME Guarantee Facility is a European Union financial instrument that provides guarantees and counter-guarantees to improve access to debt finance for innovative small and medium-sized enterprises and small mid-caps.
  • B. Grameen Fund
    Grameen Fund is a social investment and venture capital organization that finances innovative, poverty-focused enterprises, particularly in developing countries.
  • C. Alliance for Financial Inclusion
    The Alliance for Financial Inclusion is a global network of financial policymakers and regulators from developing and emerging countries dedicated to advancing financial inclusion through policy development, knowledge sharing, and collaborative initiatives.
  • D. Cambridge Centre for Alternative Finance
    The Cambridge Centre for Alternative Finance is a research institute at the University of Cambridge that focuses on the study of financial innovation, including fintech, alternative finance, and digital assets.
  • E. Aga Khan Agency for Microfinance
    The Aga Khan Agency for Microfinance is a development-focused financial institution that provides microcredit and related financial services to low-income communities, primarily in developing countries, to promote economic inclusion and poverty reduction.
  • 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: InnovFin
Triple: [InnovFin SME Guarantee Facility, partOf, InnovFin]
Generated description
InnovFin is a European Union initiative that provides financial instruments and support to foster research, innovation, and growth among businesses and projects across Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: InnovFin
Target entity description: InnovFin is a European Union initiative that provides financial instruments and support to foster research, innovation, and growth among businesses and projects across Europe.
  • A. InnovFin SME Guarantee Facility
    InnovFin SME Guarantee Facility is a European Union financial instrument that provides guarantees and counter-guarantees to improve access to debt finance for innovative small and medium-sized enterprises and small mid-caps.
  • B. Grameen Fund
    Grameen Fund is a social investment and venture capital organization that finances innovative, poverty-focused enterprises, particularly in developing countries.
  • C. Alliance for Financial Inclusion
    The Alliance for Financial Inclusion is a global network of financial policymakers and regulators from developing and emerging countries dedicated to advancing financial inclusion through policy development, knowledge sharing, and collaborative initiatives.
  • D. Cambridge Centre for Alternative Finance
    The Cambridge Centre for Alternative Finance is a research institute at the University of Cambridge that focuses on the study of financial innovation, including fintech, alternative finance, and digital assets.
  • E. Aga Khan Agency for Microfinance
    The Aga Khan Agency for Microfinance is a development-focused financial institution that provides microcredit and related financial services to low-income communities, primarily in developing countries, to promote economic inclusion and poverty reduction.
  • 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf3cbe2081908c6792362c67c8f1 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7463b758c8190abc0dd2a049d751e completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f74d048250819098baf78ff08c1633 completed May 3, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69f750f7f11481908c60b49eef65b63f completed May 3, 2026, 1:43 p.m.
Created at: April 9, 2026, 9:43 p.m.