Triple

T6039514
Position Surface form Disambiguated ID Type / Status
Subject World Bank Group E134508 entity
Predicate riskInsuranceArm P68315 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, riskInsuranceArm, 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, riskInsuranceArm, 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. Multilateral Investment Fund
    The Multilateral Investment Fund is a development finance initiative that supports private sector-led economic growth and innovation in Latin America and the Caribbean, particularly for small and medium-sized enterprises.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: riskInsuranceArm
Context triple: [World Bank Group, riskInsuranceArm, Multilateral Investment Guarantee Agency]
  • A. riskModel
    Indicates a relationship where an entity serves as or is associated with a model used to assess, quantify, or manage risk for another entity or situation.
  • B. insuranceType
    Indicates the specific category or kind of insurance coverage associated with an entity or relationship.
  • C. riskElement
    Indicates that one entity is a risk-related component, factor, or contributor associated with another entity within a risk context.
  • D. riskTaken
    Indicates that an entity has undertaken an action or decision involving exposure to potential loss, harm, or uncertainty.
  • E. riskBasis
    Indicates the underlying factor, condition, or rationale that forms the basis for assessing or assigning risk in a given context.
  • 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_69c00875db5c819099dd5bb833ec43c2 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056ce10cc8190817ade56570adc92 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11cfbb4cc81909736d5d041dd0b23 completed March 23, 2026, 10:59 a.m.
PD Predicate disambiguation batch_69c049eb52a08190ac10fd703735f5aa completed March 22, 2026, 7:58 p.m.
PDg Predicate description generation batch_69c04e8d4a148190bd8f95caae978e1b completed March 22, 2026, 8:18 p.m.
Created at: March 22, 2026, 4:08 p.m.