Triple

T1179026
Position Surface form Disambiguated ID Type / Status
Subject World Bank Group E25092 entity
Predicate guaranteeAgency P18541 FINISHED
Object Multilateral Investment Guarantee Agency E10504 NE FINISHED

How this triple was built (3 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: Multilateral Investment Guarantee Agency | Statement: [World Bank Group, guaranteeAgency, Multilateral Investment Guarantee Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Multilateral Investment Guarantee Agency
Context triple: [World Bank Group, guaranteeAgency, Multilateral Investment Guarantee Agency]
  • A. Multilateral Investment Guarantee Agency chosen
    The Multilateral Investment Guarantee Agency is a member of the World Bank Group that promotes foreign direct investment in developing countries by providing political risk insurance and credit enhancement to investors and lenders.
  • B. International Finance Corporation
    The International Finance Corporation is a global development institution that is part of the World Bank Group and focuses on promoting private sector investment in developing countries to reduce poverty and support sustainable growth.
  • C. International Bank for Reconstruction and Development
    The International Bank for Reconstruction and Development is the main lending arm of the World Bank that provides loans and financial services to middle-income and creditworthy low-income countries to support development and reduce poverty.
  • D. Inter-American Development Bank
    The Inter-American Development Bank is a leading multilateral development finance institution that supports economic and social development projects in Latin America and the Caribbean.
  • E. United Nations Capital Development Fund
    The United Nations Capital Development Fund is a UN agency that provides investment capital and technical support to help the world’s least developed countries achieve inclusive and sustainable economic growth, particularly through local development and financial inclusion.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: guaranteeAgency
Context triple: [World Bank Group, guaranteeAgency, Multilateral Investment Guarantee Agency]
  • A. publicAgency
    Indicates that an entity functions as a government-controlled or government-authorized organization that provides public services or carries out public administration.
  • B. componentAgency
    Indicates that one entity functions as a constituent or subordinate agency within the organizational structure of another agency.
  • C. designatesAgencyAs chosen
    Indicates that one entity formally assigns or recognizes another entity as its acting agency or representative body.
  • D. agency
    Indicates that an entity acts on behalf of, represents, or exercises power or control for another entity in performing an action or fulfilling a role.
  • E. affectedAgency
    Indicates that one entity has an effect on, or causes a change in, the agency or capacity for action of another entity.
  • F. None of above.

Provenance (4 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_69a494267b4c819088c97a59182bf56a completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd53e4b48190abb2167f8074a6bc completed March 1, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69acb2f6f3e4819099310a5e21455c21 completed March 7, 2026, 11:21 p.m.
PD Predicate disambiguation batch_69a4bb5844348190b01ac6506906ba3b completed March 1, 2026, 10:19 p.m.
Created at: March 1, 2026, 7:45 p.m.