Triple

T1039606
Position Surface form Disambiguated ID Type / Status
Subject Magnuson–Stevens Fishery Conservation and Management Act E22440 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 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. Lacey Act
    The Lacey Act is a landmark U.S. conservation law that combats wildlife trafficking by prohibiting the trade of illegally taken, transported, or sold fish, wildlife, and plants.
  • E. 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.
  • 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 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. Lacey Act
    The Lacey Act is a landmark U.S. conservation law that combats wildlife trafficking by prohibiting the trade of illegally taken, transported, or sold fish, wildlife, and plants.
  • E. 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.
  • 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_69ac4c18692c819092e1045199053a39 completed March 7, 2026, 4:02 p.m.
NEDg Description generation batch_69ac4ca07ce88190bfbf959adc84a74e completed March 7, 2026, 4:04 p.m.
NED2 Entity disambiguation (via description) batch_69ac4d3f62c881908e189bfe8cbbd2ac completed March 7, 2026, 4:07 p.m.
Created at: March 1, 2026, 7:41 p.m.