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.