Triple

T5309220
Position Surface form Disambiguated ID Type / Status
Subject Magnuson–Stevens Fishery Conservation and Management Act E120178 entity
Predicate amendedBy P1121 FINISHED
Object Sustainable Fisheries Act of 1996
The Sustainable Fisheries Act of 1996 is a U.S. federal law that strengthened fishery management by emphasizing sustainability, rebuilding overfished stocks, reducing bycatch, and protecting essential fish habitats.
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: Sustainable Fisheries Act of 1996 | Statement: [Magnuson–Stevens Fishery Conservation and Management Act, amendedBy, Sustainable Fisheries Act of 1996]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sustainable Fisheries Act of 1996
Context triple: [Magnuson–Stevens Fishery Conservation and Management Act, amendedBy, Sustainable Fisheries Act of 1996]
  • 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. Marine Protection, Research, and Sanctuaries Act
    The Marine Protection, Research, and Sanctuaries Act is a U.S. federal law that regulates ocean dumping and authorizes marine research and the designation of marine sanctuaries to protect coastal and ocean environments.
  • D. Multiple-Use Sustained-Yield Act of 1960
    The Multiple-Use Sustained-Yield Act of 1960 is a U.S. federal law that directs national forests to be managed for a balanced combination of uses—such as recreation, timber, watershed, wildlife, and range—on a sustainable basis.
  • E. National Marine Sanctuaries Act
    The National Marine Sanctuaries Act is a U.S. federal law that authorizes the designation and protection of special marine areas of national significance to conserve their ecological, historical, and cultural resources.
  • 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: Sustainable Fisheries Act of 1996
Triple: [Magnuson–Stevens Fishery Conservation and Management Act, amendedBy, Sustainable Fisheries Act of 1996]
Generated description
The Sustainable Fisheries Act of 1996 is a U.S. federal law that strengthened fishery management by emphasizing sustainability, rebuilding overfished stocks, reducing bycatch, and protecting essential fish habitats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sustainable Fisheries Act of 1996
Target entity description: The Sustainable Fisheries Act of 1996 is a U.S. federal law that strengthened fishery management by emphasizing sustainability, rebuilding overfished stocks, reducing bycatch, and protecting essential fish habitats.
  • 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. Marine Protection, Research, and Sanctuaries Act
    The Marine Protection, Research, and Sanctuaries Act is a U.S. federal law that regulates ocean dumping and authorizes marine research and the designation of marine sanctuaries to protect coastal and ocean environments.
  • D. Multiple-Use Sustained-Yield Act of 1960
    The Multiple-Use Sustained-Yield Act of 1960 is a U.S. federal law that directs national forests to be managed for a balanced combination of uses—such as recreation, timber, watershed, wildlife, and range—on a sustainable basis.
  • E. National Marine Sanctuaries Act
    The National Marine Sanctuaries Act is a U.S. federal law that authorizes the designation and protection of special marine areas of national significance to conserve their ecological, historical, and cultural resources.
  • 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_69bd44704be88190acdb2ac481b0ff55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8532c26c819084f5b8de542cd309 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21b546a481909d18cad5ec391705 completed March 21, 2026, 10:54 p.m.
NEDg Description generation batch_69bf2297d2e48190b0040420b8b76112 completed March 21, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69bf22e8286481909a828fe260f22106 completed March 21, 2026, 10:59 p.m.
Created at: March 20, 2026, 1:53 p.m.