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.