Triple

T12409984
Position Surface form Disambiguated ID Type / Status
Subject Public Law 107-248 E296489 entity
Predicate hasTitle P38 FINISHED
Object 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.
E982551 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: Department of Defense Appropriations Act, 2003 | Statement: [Public Law 107-248, hasTitle, Department of Defense Appropriations Act, 2003]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Defense Appropriations Act, 2003
Context triple: [Public Law 107-248, hasTitle, Department of Defense Appropriations Act, 2003]
  • A. 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.
  • B. National Defense Authorization Act for Fiscal Year 2008
    The National Defense Authorization Act for Fiscal Year 2008 is a U.S. federal law that authorized defense-related programs, policies, and spending for the 2008 fiscal year, including provisions affecting military operations, personnel, and national security.
  • C. National Defense Authorization Act for Fiscal Year 2010
    The National Defense Authorization Act for Fiscal Year 2010 is a U.S. federal law that authorized defense spending and included significant policy provisions, such as the expansion of federal hate-crime protections.
  • D. Duncan Hunter National Defense Authorization Act for Fiscal Year 2009
    The Duncan Hunter National Defense Authorization Act for Fiscal Year 2009 is a U.S. federal law that authorized defense spending and set military policies for the 2009 fiscal year.
  • E. 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.
  • 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: Department of Defense Appropriations Act, 2003
Triple: [Public Law 107-248, hasTitle, Department of Defense Appropriations Act, 2003]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Defense Appropriations Act, 2003
Target entity description: 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.
  • A. 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.
  • B. National Defense Authorization Act for Fiscal Year 2008
    The National Defense Authorization Act for Fiscal Year 2008 is a U.S. federal law that authorized defense-related programs, policies, and spending for the 2008 fiscal year, including provisions affecting military operations, personnel, and national security.
  • C. National Defense Authorization Act for Fiscal Year 2010
    The National Defense Authorization Act for Fiscal Year 2010 is a U.S. federal law that authorized defense spending and included significant policy provisions, such as the expansion of federal hate-crime protections.
  • D. Duncan Hunter National Defense Authorization Act for Fiscal Year 2009
    The Duncan Hunter National Defense Authorization Act for Fiscal Year 2009 is a U.S. federal law that authorized defense spending and set military policies for the 2009 fiscal year.
  • E. 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.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d4b86c88190afba0de15b34eee9 completed April 10, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6348af5a8819083a075d145b15fd4 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f638cbb6dc8190a80ffe3430337855 completed May 2, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_69f6397a3458819095b94ae7f9d5f106 completed May 2, 2026, 5:50 p.m.
Created at: April 8, 2026, 9:55 p.m.