Triple

T6229208
Position Surface form Disambiguated ID Type / Status
Subject Alliance for Financial Inclusion E139310 entity
Predicate hasWorkingGroup P1382 FINISHED
Object Financial Inclusion Strategy Peer Learning Group
The Financial Inclusion Strategy Peer Learning Group is a specialized working group that brings together policymakers and regulators to share experiences and best practices for designing and implementing national financial inclusion strategies.
E578384 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: Financial Inclusion Strategy Peer Learning Group | Statement: [Alliance for Financial Inclusion, hasWorkingGroup, Financial Inclusion Strategy Peer Learning Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Financial Inclusion Strategy Peer Learning Group
Context triple: [Alliance for Financial Inclusion, hasWorkingGroup, Financial Inclusion Strategy Peer Learning Group]
  • A. 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.
  • B. 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.
  • C. Abdul Latif Jameel Poverty Action Lab
    Abdul Latif Jameel Poverty Action Lab (J-PAL) is a global research center that conducts randomized evaluations to inform and promote evidence-based policies aimed at reducing poverty.
  • D. APEC Policy Partnership on SMEs
    The APEC Policy Partnership on SMEs is a public–private forum within APEC that develops and coordinates policies to support the growth, innovation, and internationalization of small and medium-sized enterprises across the Asia-Pacific region.
  • E. 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.
  • 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: Financial Inclusion Strategy Peer Learning Group
Triple: [Alliance for Financial Inclusion, hasWorkingGroup, Financial Inclusion Strategy Peer Learning Group]
Generated description
The Financial Inclusion Strategy Peer Learning Group is a specialized working group that brings together policymakers and regulators to share experiences and best practices for designing and implementing national financial inclusion strategies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Financial Inclusion Strategy Peer Learning Group
Target entity description: The Financial Inclusion Strategy Peer Learning Group is a specialized working group that brings together policymakers and regulators to share experiences and best practices for designing and implementing national financial inclusion strategies.
  • A. 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.
  • B. 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.
  • C. Abdul Latif Jameel Poverty Action Lab
    Abdul Latif Jameel Poverty Action Lab (J-PAL) is a global research center that conducts randomized evaluations to inform and promote evidence-based policies aimed at reducing poverty.
  • D. APEC Policy Partnership on SMEs
    The APEC Policy Partnership on SMEs is a public–private forum within APEC that develops and coordinates policies to support the growth, innovation, and internationalization of small and medium-sized enterprises across the Asia-Pacific region.
  • E. 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.
  • 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.