Triple
T22492651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States foreign assistance architecture |
E556056
|
entity |
| Predicate | includesAgency |
P12024
|
FINISHED |
| Object |
U.S. International Development Finance Corporation
The U.S. International Development Finance Corporation is a U.S. government agency that partners with the private sector to finance sustainable development projects in emerging markets, advancing both economic growth and American foreign policy objectives.
|
E1539715
|
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: U.S. International Development Finance Corporation | Statement: [United States foreign assistance architecture, includesAgency, U.S. International Development Finance Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. International Development Finance Corporation Context triple: [United States foreign assistance architecture, includesAgency, U.S. International Development Finance Corporation]
-
A.
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.
-
B.
Millennium Challenge Corporation
The Millennium Challenge Corporation is a U.S. foreign aid agency that provides large-scale, grant-based development assistance to low- and lower-middle-income countries to promote economic growth and reduce poverty.
-
C.
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.
-
D.
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.
-
E.
World Bank Group
The World Bank Group is an international financial institution that provides loans, grants, and expertise to developing countries to reduce poverty and support economic development.
- 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: U.S. International Development Finance Corporation Triple: [United States foreign assistance architecture, includesAgency, U.S. International Development Finance Corporation]
Generated description
The U.S. International Development Finance Corporation is a U.S. government agency that partners with the private sector to finance sustainable development projects in emerging markets, advancing both economic growth and American foreign policy objectives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. International Development Finance Corporation Target entity description: The U.S. International Development Finance Corporation is a U.S. government agency that partners with the private sector to finance sustainable development projects in emerging markets, advancing both economic growth and American foreign policy objectives.
-
A.
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.
-
B.
Millennium Challenge Corporation
The Millennium Challenge Corporation is a U.S. foreign aid agency that provides large-scale, grant-based development assistance to low- and lower-middle-income countries to promote economic growth and reduce poverty.
-
C.
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.
-
D.
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.
-
E.
World Bank Group
The World Bank Group is an international financial institution that provides loans, grants, and expertise to developing countries to reduce poverty and support economic development.
- 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_69e11e5445bc8190b6a9481926db3355 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15cb01b3481908a9143503b75167f |
completed | April 29, 2026, 1:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b126c38fc819090458000ba82b176 |
completed | May 18, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_6a0b14a059e4819095a3d467c469e783 |
completed | May 18, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b15696e588190a2c76b0a4af285a4 |
completed | May 18, 2026, 1:34 p.m. |
Created at: April 16, 2026, 8:49 p.m.