Triple

T1039604
Position Surface form Disambiguated ID Type / Status
Subject Magnuson–Stevens Fishery Conservation and Management Act E22440 entity
Predicate contains P35 FINISHED
Object National Standards for Fishery Conservation and Management
The National Standards for Fishery Conservation and Management are a set of guiding principles in U.S. federal law that direct how fisheries must be managed to ensure long-term biological sustainability, economic viability, and fairness in resource use.
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: National Standards for Fishery Conservation and Management | Statement: [Magnuson–Stevens Fishery Conservation and Management Act, contains, National Standards for Fishery Conservation and Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Standards for Fishery Conservation and Management
Context triple: [Magnuson–Stevens Fishery Conservation and Management Act, contains, National Standards for Fishery Conservation and Management]
  • 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. The State of World Fisheries and Aquaculture
    The State of World Fisheries and Aquaculture is a flagship biennial report that provides comprehensive global assessments of fisheries and aquaculture production, resources, policies, and sustainability trends.
  • C. 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.
  • D. European Union fisheries policy
    European Union fisheries policy is the set of rules and management measures through which the EU regulates fishing activities, conserves marine resources, and allocates fishing rights among member states.
  • 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: National Standards for Fishery Conservation and Management
Triple: [Magnuson–Stevens Fishery Conservation and Management Act, contains, National Standards for Fishery Conservation and Management]
Generated description
The National Standards for Fishery Conservation and Management are a set of guiding principles in U.S. federal law that direct how fisheries must be managed to ensure long-term biological sustainability, economic viability, and fairness in resource use.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Standards for Fishery Conservation and Management
Target entity description: The National Standards for Fishery Conservation and Management are a set of guiding principles in U.S. federal law that direct how fisheries must be managed to ensure long-term biological sustainability, economic viability, and fairness in resource use.
  • 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. The State of World Fisheries and Aquaculture
    The State of World Fisheries and Aquaculture is a flagship biennial report that provides comprehensive global assessments of fisheries and aquaculture production, resources, policies, and sustainability trends.
  • C. 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.
  • D. European Union fisheries policy
    European Union fisheries policy is the set of rules and management measures through which the EU regulates fishing activities, conserves marine resources, and allocates fishing rights among member states.
  • 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_69ac3bc58d8c8190b9dc7a4bc986abcb completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3cf534008190a034d71c90f35efd completed March 7, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d61a0c48190b619b3049df33512 completed March 7, 2026, 2:59 p.m.
Created at: March 1, 2026, 7:41 p.m.