Triple
T132496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Food and Agriculture Organization |
E2681
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
International Fund for Agricultural Development
The International Fund for Agricultural Development (IFAD) is a specialized United Nations agency and international financial institution that provides loans and grants to reduce rural poverty and improve food security in developing countries.
|
E19022
|
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: International Fund for Agricultural Development | Statement: [Food and Agriculture Organization, cooperatesWith, International Fund for Agricultural Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: International Fund for Agricultural Development Context triple: [Food and Agriculture Organization, cooperatesWith, International Fund for Agricultural Development]
-
A.
Food and Agriculture Organization
The Food and Agriculture Organization is a United Nations specialized agency that leads international efforts to defeat hunger and improve food security, nutrition, and sustainable agriculture worldwide.
-
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.
World Food Programme
The World Food Programme is the United Nations’ leading humanitarian organization focused on combating global hunger and providing emergency food assistance and nutrition support to vulnerable populations worldwide.
-
D.
United States Agency for International Development
The United States Agency for International Development (USAID) is the primary U.S. government agency responsible for administering civilian foreign aid and development assistance worldwide.
-
E.
World Bank
The World Bank is an international financial institution that provides loans, grants, and expertise to developing 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: International Fund for Agricultural Development Triple: [Food and Agriculture Organization, cooperatesWith, International Fund for Agricultural Development]
Generated description
The International Fund for Agricultural Development (IFAD) is a specialized United Nations agency and international financial institution that provides loans and grants to reduce rural poverty and improve food security in developing countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: International Fund for Agricultural Development Target entity description: The International Fund for Agricultural Development (IFAD) is a specialized United Nations agency and international financial institution that provides loans and grants to reduce rural poverty and improve food security in developing countries.
-
A.
Food and Agriculture Organization
The Food and Agriculture Organization is a United Nations specialized agency that leads international efforts to defeat hunger and improve food security, nutrition, and sustainable agriculture worldwide.
-
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.
World Food Programme
The World Food Programme is the United Nations’ leading humanitarian organization focused on combating global hunger and providing emergency food assistance and nutrition support to vulnerable populations worldwide.
-
D.
United States Agency for International Development
The United States Agency for International Development (USAID) is the primary U.S. government agency responsible for administering civilian foreign aid and development assistance worldwide.
-
E.
World Bank
The World Bank is an international financial institution that provides loans, grants, and expertise to developing 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_69a2520c0f3481908b0ed054a2fca8d0 |
completed | Feb. 28, 2026, 2:25 a.m. |
| NER | Named-entity recognition | batch_69a257871b8c8190868838837c0058d6 |
completed | Feb. 28, 2026, 2:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2ce3540588190a7e80e5c887dd292 |
completed | Feb. 28, 2026, 11:15 a.m. |
| NEDg | Description generation | batch_69a2ced98d208190a1593e4f944df06b |
completed | Feb. 28, 2026, 11:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2cf3e80d08190aefb2651ee66b387 |
completed | Feb. 28, 2026, 11:19 a.m. |
Created at: Feb. 28, 2026, 2:30 a.m.