Triple

T13867196
Position Surface form Disambiguated ID Type / Status
Subject Public Law 106-554 E333354 entity
Predicate containsAct P79729 FINISHED
Object Foreign Operations, Export Financing, and Related Programs Appropriations Act, 2001
The Foreign Operations, Export Financing, and Related Programs Appropriations Act, 2001 is a U.S. federal law that provides annual funding for foreign aid, export financing, and various international assistance and development programs for the 2001 fiscal year.
E1066660 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: Foreign Operations, Export Financing, and Related Programs Appropriations Act, 2001 | Statement: [Public Law 106-554, containsAct, Foreign Operations, Export Financing, and Related Programs Appropriations Act, 2001]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Foreign Operations, Export Financing, and Related Programs Appropriations Act, 2001
Context triple: [Public Law 106-554, containsAct, Foreign Operations, Export Financing, and Related Programs Appropriations Act, 2001]
  • A. Treasury and General Government Appropriations Act, 2001
    The Treasury and General Government Appropriations Act, 2001 is a U.S. federal appropriations law that funded the Department of the Treasury and related agencies for fiscal year 2001 and served as the legislative vehicle for provisions such as the Information Quality Act.
  • B. Department of Defense Appropriations Act, 2003
    The Department of Defense Appropriations Act, 2003 is a U.S. federal law that allocated funding for the Department of Defense and related military activities for the 2003 fiscal year.
  • C. National Defense Authorization Act for Fiscal Year 2000
    The National Defense Authorization Act for Fiscal Year 2000 is a U.S. federal law that, among other defense policy and funding provisions, established the National Nuclear Security Administration to manage the nation’s nuclear weapons, nonproliferation, and naval reactor programs.
  • D. Department of Defense Appropriations Act, 2006
    The Department of Defense Appropriations Act, 2006 is a U.S. federal law that allocated funding for the Department of Defense for fiscal year 2006 and served as the legislative vehicle for significant provisions such as the Detainee Treatment Act of 2005.
  • E. Millennium Challenge Act of 2003
    The Millennium Challenge Act of 2003 is a U.S. law that created the Millennium Challenge Corporation to provide performance-based foreign aid aimed at reducing global poverty and promoting economic growth.
  • 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: Foreign Operations, Export Financing, and Related Programs Appropriations Act, 2001
Triple: [Public Law 106-554, containsAct, Foreign Operations, Export Financing, and Related Programs Appropriations Act, 2001]
Generated description
The Foreign Operations, Export Financing, and Related Programs Appropriations Act, 2001 is a U.S. federal law that provides annual funding for foreign aid, export financing, and various international assistance and development programs for the 2001 fiscal year.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Foreign Operations, Export Financing, and Related Programs Appropriations Act, 2001
Target entity description: The Foreign Operations, Export Financing, and Related Programs Appropriations Act, 2001 is a U.S. federal law that provides annual funding for foreign aid, export financing, and various international assistance and development programs for the 2001 fiscal year.
  • A. Treasury and General Government Appropriations Act, 2001
    The Treasury and General Government Appropriations Act, 2001 is a U.S. federal appropriations law that funded the Department of the Treasury and related agencies for fiscal year 2001 and served as the legislative vehicle for provisions such as the Information Quality Act.
  • B. Department of Defense Appropriations Act, 2003
    The Department of Defense Appropriations Act, 2003 is a U.S. federal law that allocated funding for the Department of Defense and related military activities for the 2003 fiscal year.
  • C. National Defense Authorization Act for Fiscal Year 2000
    The National Defense Authorization Act for Fiscal Year 2000 is a U.S. federal law that, among other defense policy and funding provisions, established the National Nuclear Security Administration to manage the nation’s nuclear weapons, nonproliferation, and naval reactor programs.
  • D. Department of Defense Appropriations Act, 2006
    The Department of Defense Appropriations Act, 2006 is a U.S. federal law that allocated funding for the Department of Defense for fiscal year 2006 and served as the legislative vehicle for significant provisions such as the Detainee Treatment Act of 2005.
  • E. Millennium Challenge Act of 2003
    The Millennium Challenge Act of 2003 is a U.S. law that created the Millennium Challenge Corporation to provide performance-based foreign aid aimed at reducing global poverty and promoting economic growth.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2aa428ac819084e7c4b244d15f20 completed April 14, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c1039128819086cfe9f966b9f142 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c1e7efd88190ac07472647da69e7 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c33c2f34819084502d5f03f09ddd completed May 3, 2026, 9:50 p.m.
Created at: April 9, 2026, 10:14 p.m.