Triple

T1039607
Position Surface form Disambiguated ID Type / Status
Subject Magnuson–Stevens Fishery Conservation and Management Act E22440 entity
Predicate amendedBy P1121 FINISHED
Object Magnuson–Stevens Fishery Conservation and Management Reauthorization Act of 2006
The Magnuson–Stevens Fishery Conservation and Management Reauthorization Act of 2006 is a U.S. federal law that strengthened and updated national fisheries management by tightening overfishing controls, enhancing conservation measures, and promoting sustainable use of marine resources.
E22440 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: Magnuson–Stevens Fishery Conservation and Management Reauthorization Act of 2006 | Statement: [Magnuson–Stevens Fishery Conservation and Management Act, amendedBy, Magnuson–Stevens Fishery Conservation and Management Reauthorization Act of 2006]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Magnuson–Stevens Fishery Conservation and Management Reauthorization Act of 2006
Context triple: [Magnuson–Stevens Fishery Conservation and Management Act, amendedBy, Magnuson–Stevens Fishery Conservation and Management Reauthorization Act of 2006]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. North Pacific Fishery Management Council
    The North Pacific Fishery Management Council is a U.S. regional body responsible for developing and overseeing federal fisheries management plans in the North Pacific Ocean, including off Alaska.
  • 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: Magnuson–Stevens Fishery Conservation and Management Reauthorization Act of 2006
Triple: [Magnuson–Stevens Fishery Conservation and Management Act, amendedBy, Magnuson–Stevens Fishery Conservation and Management Reauthorization Act of 2006]
Generated description
The Magnuson–Stevens Fishery Conservation and Management Reauthorization Act of 2006 is a U.S. federal law that strengthened and updated national fisheries management by tightening overfishing controls, enhancing conservation measures, and promoting sustainable use of marine resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Magnuson–Stevens Fishery Conservation and Management Reauthorization Act of 2006
Target entity description: The Magnuson–Stevens Fishery Conservation and Management Reauthorization Act of 2006 is a U.S. federal law that strengthened and updated national fisheries management by tightening overfishing controls, enhancing conservation measures, and promoting sustainable use of marine resources.
  • A. Magnuson–Stevens Fishery Conservation and Management Act chosen
    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. 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.
  • C. 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.
  • D. 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.
  • E. North Pacific Fishery Management Council
    The North Pacific Fishery Management Council is a U.S. regional body responsible for developing and overseeing federal fisheries management plans in the North Pacific Ocean, including off Alaska.
  • F. None of above.

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_69a493d91478819094cc01fb65564bc1 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b82c69c8819082a71e810be34729 completed March 1, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac538495e481908765083404b9c428 completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac53fce9a481908466451b5d549b31 completed March 7, 2026, 4:36 p.m.
NED2 Entity disambiguation (via description) batch_69ac546db5a081909678bbde71ac1abc completed March 7, 2026, 4:38 p.m.
Created at: March 1, 2026, 7:41 p.m.