Triple

T12335775
Position Surface form Disambiguated ID Type / Status
Subject Public Law 105-261 E294080 entity
Predicate title P38 FINISHED
Object An Act to authorize appropriations for fiscal year 1999 for military activities of the Department of Defense, for military construction, and for defense activities of the Department of Energy, to prescribe personnel strengths for such fiscal year for the Armed Forces, and for other purposes
This entity is a 1998 United States federal defense authorization law that set funding levels and personnel strengths for the Department of Defense, military construction, and certain Department of Energy defense programs for fiscal year 1999.
E978471 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: An Act to authorize appropriations for fiscal year 1999 for military activities of the Department of Defense, for military construction, and for defense activities of the Department of Energy, to prescribe personnel strengths for such fiscal year for the Armed Forces, and for other purposes | Statement: [Public Law 105-261, title, An Act to authorize appropriations for fiscal year 1999 for military activities of the Department of Defense, for military construction, and for defense activities of the Department of Energy, to prescribe personnel strengths for such fiscal year for the Armed Forces, and for other purposes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: An Act to authorize appropriations for fiscal year 1999 for military activities of the Department of Defense, for military construction, and for defense activities of the Department of Energy, to prescribe personnel strengths for such fiscal year for the Armed Forces, and for other purposes
Context triple: [Public Law 105-261, title, An Act to authorize appropriations for fiscal year 1999 for military activities of the Department of Defense, for military construction, and for defense activities of the Department of Energy, to prescribe personnel strengths for such fiscal year for the Armed Forces, and for other purposes]
  • A. National Defense Authorization Act for Fiscal Year 1998
    The National Defense Authorization Act for Fiscal Year 1998 is a United States federal law that authorized budget levels, policies, and programs for the Department of Defense and national security activities for the 1998 fiscal year.
  • B. National Defense Authorization Act for Fiscal Year 1996
    The National Defense Authorization Act for Fiscal Year 1996 is a U.S. federal law that set annual budget levels, policies, and priorities for the Department of Defense and related national security programs for the 1996 fiscal year.
  • C. 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.
  • D. United States defense appropriations acts
    United States defense appropriations acts are annual federal laws that allocate funding for the U.S. Department of Defense and related national security programs.
  • E. National Defense Authorization Act for Fiscal Year 1993
    The National Defense Authorization Act for Fiscal Year 1993 is a United States federal law that authorized budget levels and set policies for the Department of Defense and national security programs for the 1993 fiscal year.
  • 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: An Act to authorize appropriations for fiscal year 1999 for military activities of the Department of Defense, for military construction, and for defense activities of the Department of Energy, to prescribe personnel strengths for such fiscal year for the Armed Forces, and for other purposes
Triple: [Public Law 105-261, title, An Act to authorize appropriations for fiscal year 1999 for military activities of the Department of Defense, for military construction, and for defense activities of the Department of Energy, to prescribe personnel strengths for such fiscal year for the Armed Forces, and for other purposes]
Generated description
This entity is a 1998 United States federal defense authorization law that set funding levels and personnel strengths for the Department of Defense, military construction, and certain Department of Energy defense programs for fiscal year 1999.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: An Act to authorize appropriations for fiscal year 1999 for military activities of the Department of Defense, for military construction, and for defense activities of the Department of Energy, to prescribe personnel strengths for such fiscal year for the Armed Forces, and for other purposes
Target entity description: This entity is a 1998 United States federal defense authorization law that set funding levels and personnel strengths for the Department of Defense, military construction, and certain Department of Energy defense programs for fiscal year 1999.
  • A. National Defense Authorization Act for Fiscal Year 1998
    The National Defense Authorization Act for Fiscal Year 1998 is a United States federal law that authorized budget levels, policies, and programs for the Department of Defense and national security activities for the 1998 fiscal year.
  • B. National Defense Authorization Act for Fiscal Year 1996
    The National Defense Authorization Act for Fiscal Year 1996 is a U.S. federal law that set annual budget levels, policies, and priorities for the Department of Defense and related national security programs for the 1996 fiscal year.
  • C. 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.
  • D. United States defense appropriations acts
    United States defense appropriations acts are annual federal laws that allocate funding for the U.S. Department of Defense and related national security programs.
  • E. National Defense Authorization Act for Fiscal Year 1993
    The National Defense Authorization Act for Fiscal Year 1993 is a United States federal law that authorized budget levels and set policies for the Department of Defense and national security programs for the 1993 fiscal year.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f6683e881908920e1fee02a14e3 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aa5f21c8190bcb32a078a2f7ebb completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c54e6b08190bdae0ec35cc1c48d completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d13237881908b7c2dca173e20cf completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:53 p.m.