Triple

T13867195
Position Surface form Disambiguated ID Type / Status
Subject Public Law 106-554 E333354 entity
Predicate containsAct P79729 FINISHED
Object Energy and Water Development Appropriations Act, 2001
The Energy and Water Development Appropriations Act, 2001 is a U.S. federal law that allocated funding for national energy programs, water resources development, and related infrastructure projects for fiscal year 2001.
E1066659 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: Energy and Water Development Appropriations Act, 2001 | Statement: [Public Law 106-554, containsAct, Energy and Water Development Appropriations Act, 2001]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Energy and Water Development Appropriations Act, 2001
Context triple: [Public Law 106-554, containsAct, Energy and Water Development Appropriations Act, 2001]
  • A. Water Resources Development Act of 2000
    The Water Resources Development Act of 2000 is a U.S. federal law that authorized major civil works projects by the Army Corps of Engineers, notably launching large-scale ecosystem restoration and water management initiatives such as those in the Florida Everglades.
  • B. Energy Policy Act of 2005
    The Energy Policy Act of 2005 is a major U.S. federal law that overhauled national energy policy, including changes to daylight saving time, to promote energy efficiency, renewable energy, and domestic energy production.
  • C. Water Resources Development Act of 2007
    The Water Resources Development Act of 2007 is a U.S. federal law that authorized funding and policies for the U.S. Army Corps of Engineers to plan, construct, and maintain water resources projects such as flood control, navigation, and ecosystem restoration.
  • D. Water Resources Development Act of 1996
    The Water Resources Development Act of 1996 is a United States federal law that authorized and funded a wide range of U.S. Army Corps of Engineers projects for navigation, flood control, and environmental restoration of the nation’s water resources.
  • 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: Energy and Water Development Appropriations Act, 2001
Triple: [Public Law 106-554, containsAct, Energy and Water Development Appropriations Act, 2001]
Generated description
The Energy and Water Development Appropriations Act, 2001 is a U.S. federal law that allocated funding for national energy programs, water resources development, and related infrastructure projects for fiscal year 2001.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Energy and Water Development Appropriations Act, 2001
Target entity description: The Energy and Water Development Appropriations Act, 2001 is a U.S. federal law that allocated funding for national energy programs, water resources development, and related infrastructure projects for fiscal year 2001.
  • A. Water Resources Development Act of 2000
    The Water Resources Development Act of 2000 is a U.S. federal law that authorized major civil works projects by the Army Corps of Engineers, notably launching large-scale ecosystem restoration and water management initiatives such as those in the Florida Everglades.
  • B. Energy Policy Act of 2005
    The Energy Policy Act of 2005 is a major U.S. federal law that overhauled national energy policy, including changes to daylight saving time, to promote energy efficiency, renewable energy, and domestic energy production.
  • C. Water Resources Development Act of 2007
    The Water Resources Development Act of 2007 is a U.S. federal law that authorized funding and policies for the U.S. Army Corps of Engineers to plan, construct, and maintain water resources projects such as flood control, navigation, and ecosystem restoration.
  • D. Water Resources Development Act of 1996
    The Water Resources Development Act of 1996 is a United States federal law that authorized and funded a wide range of U.S. Army Corps of Engineers projects for navigation, flood control, and environmental restoration of the nation’s water resources.
  • 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_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.