Triple
T14821167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Development Cooperation Act of 1979 |
E348453
|
entity |
| Predicate | subjectOf |
P38
|
FINISHED |
| Object | United States foreign aid reform debates |
E556056
|
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 reform debates | Statement: [International Development Cooperation Act of 1979, subjectOf, United States foreign aid reform debates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States foreign aid reform debates Context triple: [International Development Cooperation Act of 1979, subjectOf, United States foreign aid reform debates]
-
A.
United States foreign assistance architecture
chosen
The United States foreign assistance architecture is the overarching system of agencies, programs, and policies through which the U.S. government designs, coordinates, and delivers its international development, security, and humanitarian aid.
-
B.
U.S. Foreign Military Financing
U.S. Foreign Military Financing is a U.S. government program that provides grants and loans to help foreign countries purchase American defense equipment, services, and training.
-
C.
Foreign Policy in Focus
Foreign Policy in Focus is a progressive, international affairs publication and analysis project that offers critical perspectives on U.S. foreign policy and global issues.
-
D.
The American People and Foreign Policy
"The American People and Foreign Policy" is a seminal political science book by Gabriel A. Almond that analyzes how public opinion shapes and constrains U.S. foreign policy.
-
E.
USAID Policy Framework
The USAID Policy Framework is a strategic guidance document that outlines the U.S. Agency for International Development’s overarching priorities, principles, and approaches for planning and implementing foreign assistance and development programs worldwide.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decfe64328819083ce42704cf0602d |
completed | April 14, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389bc06c8190a8269c07677d9c35 |
completed | May 8, 2026, 7:25 p.m. |
Created at: April 10, 2026, 1:50 a.m.