Triple

T1605751
Position Surface form Disambiguated ID Type / Status
Subject U.S. State Department economic bureaus E34498 entity
Predicate collaboratesWith P37 FINISHED
Object multilateral development banks
Multilateral development banks are international financial institutions that provide loans, grants, and technical assistance to support economic development and poverty reduction in multiple countries, typically focusing on large-scale public and social infrastructure projects.
E181948 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: multilateral development banks | Statement: [U.S. State Department economic bureaus, collaboratesWith, multilateral development banks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: multilateral development banks
Context triple: [U.S. State Department economic bureaus, collaboratesWith, multilateral development banks]
  • A. Multilateral Investment Guarantee Agency
    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. 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.
  • 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. 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.
  • E. International Development Association
    The International Development Association is a World Bank fund that provides low-interest loans and grants to the world’s poorest countries to support economic development and reduce poverty.
  • 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: multilateral development banks
Triple: [U.S. State Department economic bureaus, collaboratesWith, multilateral development banks]
Generated description
Multilateral development banks are international financial institutions that provide loans, grants, and technical assistance to support economic development and poverty reduction in multiple countries, typically focusing on large-scale public and social infrastructure projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: multilateral development banks
Target entity description: Multilateral development banks are international financial institutions that provide loans, grants, and technical assistance to support economic development and poverty reduction in multiple countries, typically focusing on large-scale public and social infrastructure projects.
  • A. Multilateral Investment Guarantee Agency
    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. 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.
  • 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. 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.
  • E. International Development Association
    The International Development Association is a World Bank fund that provides low-interest loans and grants to the world’s poorest countries to support economic development and reduce poverty.
  • 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_69a885fea6a481909fe83ba6441f1774 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9096b8a788190bd3ca395c32ccf25 completed March 5, 2026, 4:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51bff1cc819082208a8a77fae631 completed March 8, 2026, 10:38 a.m.
NEDg Description generation batch_69ad522beb488190b5157db37eb0da8e completed March 8, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69ad529de3dc819081c8ad3d7aa8bef8 completed March 8, 2026, 10:42 a.m.
Created at: March 4, 2026, 7:28 p.m.