Triple
T982646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Technical Cooperation Administration |
E21203
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | United States foreign aid program |
E6594
|
NE FINISHED |
How this triple was built (2 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 aid program | Statement: [Technical Cooperation Administration, partOf, United States foreign aid program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States foreign aid program Context triple: [Technical Cooperation Administration, partOf, United States foreign aid program]
-
A.
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.
-
B.
U.S. Democracy Program
The U.S. Democracy Program is a Hewlett Foundation initiative that supports efforts to strengthen democratic institutions, reduce political polarization, and promote responsive, inclusive governance in the United States.
-
C.
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.
-
D.
United States Agency for International Development
chosen
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.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 1, 2026, 7:41 p.m.