Triple
T982755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foreign Operations Administration |
E21205
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
United States foreign assistance system
The United States foreign assistance system is the overarching framework through which the U.S. government organizes, coordinates, and delivers economic, military, and humanitarian aid to other countries in support of its foreign policy objectives.
|
E12794
|
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 foreign assistance system | Statement: [Foreign Operations Administration, partOf, United States foreign assistance system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States foreign assistance system Context triple: [Foreign Operations Administration, partOf, United States foreign assistance system]
-
A.
Foreign Assistance Act of 1961
The Foreign Assistance Act of 1961 is a landmark U.S. law that reorganized and modernized American foreign aid programs, establishing the framework for economic and military assistance to other countries.
-
B.
United States foreign policy
United States foreign policy is the overarching strategy and set of principles guiding how the U.S. government engages with other nations and international organizations to protect its interests and promote its values abroad.
-
C.
Point Four Program
The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
-
D.
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.
-
E.
Bureau for Humanitarian Assistance (USAID)
The Bureau for Humanitarian Assistance (USAID) is the U.S. government’s lead office for international disaster response and humanitarian aid, providing emergency relief and supporting resilience in crisis-affected communities worldwide.
- 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 foreign assistance system Triple: [Foreign Operations Administration, partOf, United States foreign assistance system]
Generated description
The United States foreign assistance system is the overarching framework through which the U.S. government organizes, coordinates, and delivers economic, military, and humanitarian aid to other countries in support of its foreign policy objectives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States foreign assistance system Target entity description: The United States foreign assistance system is the overarching framework through which the U.S. government organizes, coordinates, and delivers economic, military, and humanitarian aid to other countries in support of its foreign policy objectives.
-
A.
Foreign Assistance Act of 1961
chosen
The Foreign Assistance Act of 1961 is a landmark U.S. law that reorganized and modernized American foreign aid programs, establishing the framework for economic and military assistance to other countries.
-
B.
United States foreign policy
United States foreign policy is the overarching strategy and set of principles guiding how the U.S. government engages with other nations and international organizations to protect its interests and promote its values abroad.
-
C.
Point Four Program
The Point Four Program was a U.S. foreign aid initiative launched in 1949 to provide technical assistance and economic development support to poorer countries as part of Cold War-era efforts to promote stability and counter communism.
-
D.
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.
-
E.
Bureau for Humanitarian Assistance (USAID)
The Bureau for Humanitarian Assistance (USAID) is the U.S. government’s lead office for international disaster response and humanitarian aid, providing emergency relief and supporting resilience in crisis-affected communities worldwide.
- F. None of above.
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_69a493c383dc8190a03257f22d4b4183 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b49284ac8190b1d7c828d728893c |
completed | March 1, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1ce14ffc8190b2d0a7915960ff89 |
completed | March 7, 2026, 12:41 p.m. |
| NEDg | Description generation | batch_69ac1dcf739081909c38eb936425f666 |
completed | March 7, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac1e41d0a081908e890ce6aeccc87f |
completed | March 7, 2026, 12:46 p.m. |
Created at: March 1, 2026, 7:41 p.m.