Triple

T24630

Position	Surface form	Disambiguated ID	Type / Status
Subject	Point Four Program	`E490`	entity
Predicate	implementedBy	`P172`	FINISHED
Object	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.	`E6594`	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: United States Agency for International Development | Statement: [Point Four Program, implementedBy, United States Agency for International Development]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: United States Agency for International Development
Context triple: [Point Four Program, implementedBy, United States Agency for International Development]

A. United Nations Development Programme
The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
B. 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.
C. United States Mission to the United Nations
The United States Mission to the United Nations is the diplomatic delegation that represents the U.S. government at the United Nations, advancing U.S. foreign policy and negotiating on a wide range of international issues.
D. Economic Cooperation Administration
The Economic Cooperation Administration was a U.S. government agency created after World War II to direct and manage American economic aid for the reconstruction of Europe.
E. United States Department of State
The United States Department of State is the federal executive department responsible for the country’s foreign policy, international relations, and diplomatic missions abroad.
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: United States Agency for International Development
Triple: [Point Four Program, implementedBy, United States Agency for International Development]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: United States Agency for International Development
Target entity description: 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.

A. United Nations Development Programme
The United Nations Development Programme is the UN’s global development agency that works to eradicate poverty, reduce inequalities, and support sustainable development in countries worldwide.
B. 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.
C. United States Mission to the United Nations
The United States Mission to the United Nations is the diplomatic delegation that represents the U.S. government at the United Nations, advancing U.S. foreign policy and negotiating on a wide range of international issues.
D. Economic Cooperation Administration
The Economic Cooperation Administration was a U.S. government agency created after World War II to direct and manage American economic aid for the reconstruction of Europe.
E. United States Department of State
The United States Department of State is the federal executive department responsible for the country’s foreign policy, international relations, and diplomatic missions abroad.
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_69a243b4ac2c8190b93c303df797b7b2`	completed	Feb. 28, 2026, 1:24 a.m.
NER	Named-entity recognition	`batch_69a2466d166881908bd8513c8d09fe8d`	completed	Feb. 28, 2026, 1:35 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a25aaf595c8190b1f6b559f49efd7f`	completed	Feb. 28, 2026, 3:02 a.m.
NEDg	Description generation	`batch_69a25ba68f1081908f88d2bb2af35af6`	completed	Feb. 28, 2026, 3:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69a25c4a5fa8819082a737e1f0251a8a`	completed	Feb. 28, 2026, 3:08 a.m.

Created at: Feb. 28, 2026, 1:34 a.m.