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.