Triple

T20696431
Position Surface form Disambiguated ID Type / Status
Subject Water Resources Development Act of 1996 E508671 entity
Predicate relatedTo P37 FINISHED
Object Water Resources Development Act of 1986
The Water Resources Development Act of 1986 is a landmark United States federal law that reformed funding and authorization for water resources projects, including navigation, flood control, and environmental restoration, largely shaping modern U.S. water infrastructure policy.
E1445138 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: Water Resources Development Act of 1986 | Statement: [Water Resources Development Act of 1996, relatedTo, Water Resources Development Act of 1986]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Water Resources Development Act of 1986
Context triple: [Water Resources Development Act of 1996, relatedTo, Water Resources Development Act of 1986]
  • A. 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.
  • B. Reclamation Projects Authorization and Adjustment Act of 1992
    The Reclamation Projects Authorization and Adjustment Act of 1992 is a U.S. federal law that authorized, modified, and updated numerous Bureau of Reclamation water and related resource projects across the western United States.
  • C. 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.
  • D. 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.
  • E. Flood Control Act of 1974
    The Flood Control Act of 1974 is a United States federal law that authorized a range of water resources and flood control projects nationwide, expanding the U.S. Army Corps of Engineers’ role in managing flood risks.
  • 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: Water Resources Development Act of 1986
Triple: [Water Resources Development Act of 1996, relatedTo, Water Resources Development Act of 1986]
Generated description
The Water Resources Development Act of 1986 is a landmark United States federal law that reformed funding and authorization for water resources projects, including navigation, flood control, and environmental restoration, largely shaping modern U.S. water infrastructure policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Water Resources Development Act of 1986
Target entity description: The Water Resources Development Act of 1986 is a landmark United States federal law that reformed funding and authorization for water resources projects, including navigation, flood control, and environmental restoration, largely shaping modern U.S. water infrastructure policy.
  • A. 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.
  • B. Reclamation Projects Authorization and Adjustment Act of 1992
    The Reclamation Projects Authorization and Adjustment Act of 1992 is a U.S. federal law that authorized, modified, and updated numerous Bureau of Reclamation water and related resource projects across the western United States.
  • C. 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.
  • D. 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.
  • E. Flood Control Act of 1974
    The Flood Control Act of 1974 is a United States federal law that authorized a range of water resources and flood control projects nationwide, expanding the U.S. Army Corps of Engineers’ role in managing flood risks.
  • 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_69e0b4c2b2a481909e31e9cb8f81ab55 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c1123d7c81908a1d16923437266d completed April 21, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7e6a5788190895d7becc9f8136b completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08d8e3b1d4819088fb2c3e54b7934e completed May 16, 2026, 8:51 p.m.
NED2 Entity disambiguation (via description) batch_6a08d940f0e88190be17ae56546996af completed May 16, 2026, 8:53 p.m.
Created at: April 16, 2026, 12:10 p.m.