Triple

T654048
Position Surface form Disambiguated ID Type / Status
Subject U.S. Fish and Wildlife Service E11606 entity
Predicate legalMandate P125 FINISHED
Object Anadromous Fish Conservation Act
The Anadromous Fish Conservation Act is a U.S. federal law that authorizes and funds programs to conserve and restore migratory fish species that move between freshwater and marine environments.
E81957 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: Anadromous Fish Conservation Act | Statement: [U.S. Fish and Wildlife Service, legalMandate, Anadromous Fish Conservation Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anadromous Fish Conservation Act
Context triple: [U.S. Fish and Wildlife Service, legalMandate, Anadromous Fish Conservation Act]
  • A. Magnuson–Stevens Fishery Conservation and Management Act
    The Magnuson–Stevens Fishery Conservation and Management Act is the primary U.S. federal law governing marine fisheries management, aimed at preventing overfishing, rebuilding overfished stocks, and ensuring sustainable use of ocean resources.
  • B. Fish and Wildlife Coordination Act
    The Fish and Wildlife Coordination Act is a U.S. federal law that requires consideration and protection of fish and wildlife resources in the planning and implementation of water resource development projects.
  • C. Marine Mammal Protection Act of 1972
    The Marine Mammal Protection Act of 1972 is a U.S. federal law that prohibits the harassment, hunting, capturing, or killing of marine mammals in American waters and by U.S. citizens, aiming to maintain healthy marine mammal populations.
  • D. U.S. Endangered Species Act
    The U.S. Endangered Species Act is a landmark federal law that provides legal protection and conservation measures for species at risk of extinction and the ecosystems on which they depend.
  • E. Clean Water Act
    The Clean Water Act is a landmark U.S. environmental law that regulates the discharge of pollutants into the nation’s waters and sets water quality standards to protect human health and aquatic ecosystems.
  • 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: Anadromous Fish Conservation Act
Triple: [U.S. Fish and Wildlife Service, legalMandate, Anadromous Fish Conservation Act]
Generated description
The Anadromous Fish Conservation Act is a U.S. federal law that authorizes and funds programs to conserve and restore migratory fish species that move between freshwater and marine environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anadromous Fish Conservation Act
Target entity description: The Anadromous Fish Conservation Act is a U.S. federal law that authorizes and funds programs to conserve and restore migratory fish species that move between freshwater and marine environments.
  • A. Magnuson–Stevens Fishery Conservation and Management Act
    The Magnuson–Stevens Fishery Conservation and Management Act is the primary U.S. federal law governing marine fisheries management, aimed at preventing overfishing, rebuilding overfished stocks, and ensuring sustainable use of ocean resources.
  • B. Fish and Wildlife Coordination Act
    The Fish and Wildlife Coordination Act is a U.S. federal law that requires consideration and protection of fish and wildlife resources in the planning and implementation of water resource development projects.
  • C. Marine Mammal Protection Act of 1972
    The Marine Mammal Protection Act of 1972 is a U.S. federal law that prohibits the harassment, hunting, capturing, or killing of marine mammals in American waters and by U.S. citizens, aiming to maintain healthy marine mammal populations.
  • D. U.S. Endangered Species Act
    The U.S. Endangered Species Act is a landmark federal law that provides legal protection and conservation measures for species at risk of extinction and the ecosystems on which they depend.
  • E. Clean Water Act
    The Clean Water Act is a landmark U.S. environmental law that regulates the discharge of pollutants into the nation’s waters and sets water quality standards to protect human health and aquatic ecosystems.
  • 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_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49f4bb5b881908a18b5ec1c94e0cf completed March 1, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69a591486b708190b0191e958c6c8851 completed March 2, 2026, 1:31 p.m.
NEDg Description generation batch_69a592095c7881909c7bdeb5ac5a2cdd completed March 2, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69a595bf289c8190971799c6942f29e3 completed March 2, 2026, 1:50 p.m.
Created at: March 1, 2026, 7:36 p.m.