Triple

T175872
Position Surface form Disambiguated ID Type / Status
Subject Office of Protected Resources E3573 entity
Predicate legalAuthority P125 FINISHED
Object 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.
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 Act | Statement: [Office of Protected Resources, legalAuthority, Magnuson–Stevens Fishery Conservation and Management Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Magnuson–Stevens Fishery Conservation and Management Act
Context triple: [Office of Protected Resources, legalAuthority, Magnuson–Stevens Fishery Conservation and Management Act]
  • A. 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.
  • B. National Marine Fisheries Service
    The National Marine Fisheries Service is a U.S. federal agency responsible for the stewardship, conservation, and management of the nation’s marine resources and their habitats.
  • C. 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.
  • D. Division of Marine Resources
    The Division of Marine Resources is a unit of New York State government responsible for managing, conserving, and regulating the state’s marine and coastal fishery resources.
  • E. Merchant Marine Act of 1936
    The Merchant Marine Act of 1936 is a U.S. federal law that established policies and programs to develop and maintain a strong American merchant marine for commerce and national defense.
  • 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 Act
Triple: [Office of Protected Resources, legalAuthority, Magnuson–Stevens Fishery Conservation and Management Act]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Magnuson–Stevens Fishery Conservation and Management Act
Target entity description: 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.
  • A. 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.
  • B. National Marine Fisheries Service
    The National Marine Fisheries Service is a U.S. federal agency responsible for the stewardship, conservation, and management of the nation’s marine resources and their habitats.
  • C. 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.
  • D. Division of Marine Resources
    The Division of Marine Resources is a unit of New York State government responsible for managing, conserving, and regulating the state’s marine and coastal fishery resources.
  • E. Merchant Marine Act of 1936
    The Merchant Marine Act of 1936 is a U.S. federal law that established policies and programs to develop and maintain a strong American merchant marine for commerce and national defense.
  • 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_69a25374990081909766d30c79a18e0e completed Feb. 28, 2026, 2:31 a.m.
NER Named-entity recognition batch_69a258e497788190aeb61d981efb4d1d completed Feb. 28, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2ee8962a88190b6821e55f435c8b7 completed Feb. 28, 2026, 1:32 p.m.
NEDg Description generation batch_69a2ef062c6c8190b50d1c1102161259 completed Feb. 28, 2026, 1:35 p.m.
NED2 Entity disambiguation (via description) batch_69a2ef8234bc81909449654ee2f4c000 completed Feb. 28, 2026, 1:37 p.m.
Created at: Feb. 28, 2026, 2:39 a.m.