Triple

T6229210
Position Surface form Disambiguated ID Type / Status
Subject Alliance for Financial Inclusion E139310 entity
Predicate hasWorkingGroup P1382 FINISHED
Object Small and Medium Enterprise Finance Working Group
The Small and Medium Enterprise Finance Working Group is a specialized forum within the Alliance for Financial Inclusion that focuses on advancing policies and solutions to improve access to finance for small and medium-sized enterprises worldwide.
E578386 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: Small and Medium Enterprise Finance Working Group | Statement: [Alliance for Financial Inclusion, hasWorkingGroup, Small and Medium Enterprise Finance Working Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Small and Medium Enterprise Finance Working Group
Context triple: [Alliance for Financial Inclusion, hasWorkingGroup, Small and Medium Enterprise Finance Working Group]
  • A. Working Party on SMEs and Entrepreneurship
    The Working Party on SMEs and Entrepreneurship is an OECD body that develops analysis and policy guidance to support small and medium-sized enterprises and entrepreneurial activity across member countries.
  • B. IEEE Finance Committee
    The IEEE Finance Committee is a governing body within the Institute of Electrical and Electronics Engineers responsible for overseeing the organization’s financial policies, planning, and fiscal management.
  • C. Working Group on Payments
    The Working Group on Payments is a specialized expert group under the Committee on Payments and Market Infrastructures that analyzes and develops policy guidance on payment systems and related financial market infrastructures.
  • D. APEC Finance Ministers’ Process
    The APEC Finance Ministers’ Process is a key forum within APEC where finance ministers coordinate regional economic and financial policies, discuss macroeconomic and structural reform issues, and promote financial stability and integration among member economies.
  • E. Centre for Collaboration with Finance Networks
    The Centre for Collaboration with Finance Networks is a specialized unit within the Norwegian Institute of Public Health that focuses on engaging and coordinating with financial-sector stakeholders to support public health objectives and research.
  • 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: Small and Medium Enterprise Finance Working Group
Triple: [Alliance for Financial Inclusion, hasWorkingGroup, Small and Medium Enterprise Finance Working Group]
Generated description
The Small and Medium Enterprise Finance Working Group is a specialized forum within the Alliance for Financial Inclusion that focuses on advancing policies and solutions to improve access to finance for small and medium-sized enterprises worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Small and Medium Enterprise Finance Working Group
Target entity description: The Small and Medium Enterprise Finance Working Group is a specialized forum within the Alliance for Financial Inclusion that focuses on advancing policies and solutions to improve access to finance for small and medium-sized enterprises worldwide.
  • A. Working Party on SMEs and Entrepreneurship
    The Working Party on SMEs and Entrepreneurship is an OECD body that develops analysis and policy guidance to support small and medium-sized enterprises and entrepreneurial activity across member countries.
  • B. IEEE Finance Committee
    The IEEE Finance Committee is a governing body within the Institute of Electrical and Electronics Engineers responsible for overseeing the organization’s financial policies, planning, and fiscal management.
  • C. Working Group on Payments
    The Working Group on Payments is a specialized expert group under the Committee on Payments and Market Infrastructures that analyzes and develops policy guidance on payment systems and related financial market infrastructures.
  • D. APEC Finance Ministers’ Process
    The APEC Finance Ministers’ Process is a key forum within APEC where finance ministers coordinate regional economic and financial policies, discuss macroeconomic and structural reform issues, and promote financial stability and integration among member economies.
  • E. Centre for Collaboration with Finance Networks
    The Centre for Collaboration with Finance Networks is a specialized unit within the Norwegian Institute of Public Health that focuses on engaging and coordinating with financial-sector stakeholders to support public health objectives and research.
  • 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_69c008afd3148190b71e9eaa60420dd1 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062d841a88190b67a8045cdaadf44 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20de16d988190acdec1deba75e06e completed March 24, 2026, 4:06 a.m.
NEDg Description generation batch_69c2141927288190bad4ec024997a45e completed March 24, 2026, 4:33 a.m.
NED2 Entity disambiguation (via description) batch_69c214d7f2d08190bd6dab4da08c97dc completed March 24, 2026, 4:36 a.m.
Created at: March 22, 2026, 4:22 p.m.