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.