Triple

T5912281
Position Surface form Disambiguated ID Type / Status
Subject Bureau of International Narcotics and Law Enforcement Affairs E131490 entity
Predicate partOf P40 FINISHED
Object United States foreign assistance architecture
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.
E556056 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 architecture | Statement: [Bureau of International Narcotics and Law Enforcement Affairs, partOf, United States foreign assistance architecture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States foreign assistance architecture
Context triple: [Bureau of International Narcotics and Law Enforcement Affairs, partOf, United States foreign assistance architecture]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Foreign Assistance Act of 1973
    The Foreign Assistance Act of 1973 is a U.S. federal law that reshaped American foreign aid policy in the early 1970s, including new restrictions and conditions on military and economic assistance abroad.
  • E. United Nations Development Assistance Frameworks
    United Nations Development Assistance Frameworks are strategic planning documents that outline how the United Nations system will support a country’s national development priorities over a multi-year period.
  • 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 architecture
Triple: [Bureau of International Narcotics and Law Enforcement Affairs, partOf, United States foreign assistance architecture]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States foreign assistance architecture
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Foreign Assistance Act of 1973
    The Foreign Assistance Act of 1973 is a U.S. federal law that reshaped American foreign aid policy in the early 1970s, including new restrictions and conditions on military and economic assistance abroad.
  • E. United Nations Development Assistance Frameworks
    United Nations Development Assistance Frameworks are strategic planning documents that outline how the United Nations system will support a country’s national development priorities over a multi-year period.
  • 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_69c008593a44819081a07ae0efe6c574 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c037b6f48c8190b60a32e5f64fe254 completed March 22, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c01ddd30819088571c5b56dbae83 completed March 23, 2026, 4:22 a.m.
NEDg Description generation batch_69c0c214d8988190a599d2b65072524f completed March 23, 2026, 4:31 a.m.
NED2 Entity disambiguation (via description) batch_69c0c30ef6c88190bb4afa41ae8f6a20 completed March 23, 2026, 4:35 a.m.
Created at: March 22, 2026, 3:59 p.m.