Triple

T13867193
Position Surface form Disambiguated ID Type / Status
Subject Public Law 106-554 E333354 entity
Predicate containsAct P79729 FINISHED
Object Military Construction Appropriations Act, 2001
The Military Construction Appropriations Act, 2001 is a United States federal law that allocated funding for the planning, design, and construction of military facilities and related infrastructure for the 2001 fiscal year.
E1066657 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: Military Construction Appropriations Act, 2001 | Statement: [Public Law 106-554, containsAct, Military Construction Appropriations Act, 2001]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Military Construction Appropriations Act, 2001
Context triple: [Public Law 106-554, containsAct, Military Construction Appropriations Act, 2001]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. National Defense Authorization Act for Fiscal Year 1997
    The National Defense Authorization Act for Fiscal Year 1997 is a U.S. federal law that, among other defense policy and funding provisions, established the requirement for the Pentagon’s recurring Quadrennial Defense Review.
  • 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: Military Construction Appropriations Act, 2001
Triple: [Public Law 106-554, containsAct, Military Construction Appropriations Act, 2001]
Generated description
The Military Construction Appropriations Act, 2001 is a United States federal law that allocated funding for the planning, design, and construction of military facilities and related infrastructure for the 2001 fiscal year.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Military Construction Appropriations Act, 2001
Target entity description: The Military Construction Appropriations Act, 2001 is a United States federal law that allocated funding for the planning, design, and construction of military facilities and related infrastructure for the 2001 fiscal year.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. National Defense Authorization Act for Fiscal Year 1997
    The National Defense Authorization Act for Fiscal Year 1997 is a U.S. federal law that, among other defense policy and funding provisions, established the requirement for the Pentagon’s recurring Quadrennial Defense Review.
  • 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.