Triple

T6229205
Position Surface form Disambiguated ID Type / Status
Subject Alliance for Financial Inclusion E139310 entity
Predicate hasWorkingGroup P1382 FINISHED
Object Digital Financial Services Working Group
The Digital Financial Services Working Group is a specialized body that brings together policymakers and regulators to advance inclusive, technology-driven financial services in emerging and developing economies.
E139310 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: Digital Financial Services Working Group | Statement: [Alliance for Financial Inclusion, hasWorkingGroup, Digital Financial Services Working Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Digital Financial Services Working Group
Context triple: [Alliance for Financial Inclusion, hasWorkingGroup, Digital Financial Services Working 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. 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.
  • C. Subcommittee on Digital Assets, Financial Technology and Inclusion
    The Subcommittee on Digital Assets, Financial Technology and Inclusion is a U.S. House subcommittee that focuses on policy and oversight related to cryptocurrencies, fintech innovation, and expanding access to financial services.
  • D. 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.
  • E. Digital Finance
    Digital Finance is a thematic area focused on the technologies, services, and innovations transforming how financial activities are conducted digitally, including payments, lending, investment, and related financial infrastructures.
  • 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: Digital Financial Services Working Group
Triple: [Alliance for Financial Inclusion, hasWorkingGroup, Digital Financial Services Working Group]
Generated description
The Digital Financial Services Working Group is a specialized body that brings together policymakers and regulators to advance inclusive, technology-driven financial services in emerging and developing economies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Digital Financial Services Working Group
Target entity description: The Digital Financial Services Working Group is a specialized body that brings together policymakers and regulators to advance inclusive, technology-driven financial services in emerging and developing economies.
  • A. Alliance for Financial Inclusion chosen
    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. 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.
  • C. Subcommittee on Digital Assets, Financial Technology and Inclusion
    The Subcommittee on Digital Assets, Financial Technology and Inclusion is a U.S. House subcommittee that focuses on policy and oversight related to cryptocurrencies, fintech innovation, and expanding access to financial services.
  • D. 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.
  • E. Digital Finance
    Digital Finance is a thematic area focused on the technologies, services, and innovations transforming how financial activities are conducted digitally, including payments, lending, investment, and related financial infrastructures.
  • F. None of above.

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.