Triple
T3008538
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wildlife and Sport Fish Restoration Program |
E81959
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
Dingell–Johnson Federal Aid in Sport Fish Restoration Act
The Dingell–Johnson Federal Aid in Sport Fish Restoration Act is a U.S. law that funds state fishery and aquatic resource conservation and recreational fishing programs through excise taxes on fishing-related equipment and motorboat fuels.
|
E81959
|
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: Dingell–Johnson Federal Aid in Sport Fish Restoration Act | Statement: [Wildlife and Sport Fish Restoration Program, basedOn, Dingell–Johnson Federal Aid in Sport Fish Restoration Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dingell–Johnson Federal Aid in Sport Fish Restoration Act Context triple: [Wildlife and Sport Fish Restoration Program, basedOn, Dingell–Johnson Federal Aid in Sport Fish Restoration Act]
-
A.
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.
-
B.
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.
-
C.
Wildlife and Sport Fish Restoration Program
The Wildlife and Sport Fish Restoration Program is a U.S. conservation funding initiative that supports the restoration, management, and enhancement of wildlife habitats and sport fisheries, largely through excise taxes on hunting and fishing equipment.
-
D.
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.
-
E.
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.
- 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: Dingell–Johnson Federal Aid in Sport Fish Restoration Act Triple: [Wildlife and Sport Fish Restoration Program, basedOn, Dingell–Johnson Federal Aid in Sport Fish Restoration Act]
Generated description
The Dingell–Johnson Federal Aid in Sport Fish Restoration Act is a U.S. law that funds state fishery and aquatic resource conservation and recreational fishing programs through excise taxes on fishing-related equipment and motorboat fuels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dingell–Johnson Federal Aid in Sport Fish Restoration Act Target entity description: The Dingell–Johnson Federal Aid in Sport Fish Restoration Act is a U.S. law that funds state fishery and aquatic resource conservation and recreational fishing programs through excise taxes on fishing-related equipment and motorboat fuels.
-
A.
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.
-
B.
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.
-
C.
Wildlife and Sport Fish Restoration Program
chosen
The Wildlife and Sport Fish Restoration Program is a U.S. conservation funding initiative that supports the restoration, management, and enhancement of wildlife habitats and sport fisheries, largely through excise taxes on hunting and fishing equipment.
-
D.
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.
-
E.
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.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a4ba6988190be29c00cd4266941 |
completed | March 8, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e5f612c8190824deb0813a9f981 |
completed | March 11, 2026, 8:57 a.m. |
| NEDg | Description generation | batch_69b12eec384881908e6bbb6b52a3f607 |
completed | March 11, 2026, 8:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1ca54a5ec8190b8f35119ae23051f |
completed | March 11, 2026, 8:02 p.m. |
Created at: March 8, 2026, 3 p.m.