Triple

T3008537
Position Surface form Disambiguated ID Type / Status
Subject Wildlife and Sport Fish Restoration Program E81959 entity
Predicate basedOn P98 FINISHED
Object Pittman–Robertson Federal Aid in Wildlife Restoration Act
The Pittman–Robertson Federal Aid in Wildlife Restoration Act is a U.S. law that funds wildlife conservation and habitat restoration by dedicating excise taxes on firearms, ammunition, and archery equipment to state wildlife agencies.
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: Pittman–Robertson Federal Aid in Wildlife Restoration Act | Statement: [Wildlife and Sport Fish Restoration Program, basedOn, Pittman–Robertson Federal Aid in Wildlife Restoration Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pittman–Robertson Federal Aid in Wildlife Restoration Act
Context triple: [Wildlife and Sport Fish Restoration Program, basedOn, Pittman–Robertson Federal Aid in Wildlife Restoration Act]
  • A. National Wildlife Refuge System Administration Act of 1966
    The National Wildlife Refuge System Administration Act of 1966 is a foundational U.S. federal law that organizes and governs the management, purposes, and use of the National Wildlife Refuge System for wildlife conservation and compatible public activities.
  • B. 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.
  • 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. National Wildlife Refuge System Improvement Act of 1997
    The National Wildlife Refuge System Improvement Act of 1997 is a U.S. federal law that established wildlife conservation as the primary purpose of the National Wildlife Refuge System and set comprehensive management standards for all refuges.
  • 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: Pittman–Robertson Federal Aid in Wildlife Restoration Act
Triple: [Wildlife and Sport Fish Restoration Program, basedOn, Pittman–Robertson Federal Aid in Wildlife Restoration Act]
Generated description
The Pittman–Robertson Federal Aid in Wildlife Restoration Act is a U.S. law that funds wildlife conservation and habitat restoration by dedicating excise taxes on firearms, ammunition, and archery equipment to state wildlife agencies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pittman–Robertson Federal Aid in Wildlife Restoration Act
Target entity description: The Pittman–Robertson Federal Aid in Wildlife Restoration Act is a U.S. law that funds wildlife conservation and habitat restoration by dedicating excise taxes on firearms, ammunition, and archery equipment to state wildlife agencies.
  • A. National Wildlife Refuge System Administration Act of 1966
    The National Wildlife Refuge System Administration Act of 1966 is a foundational U.S. federal law that organizes and governs the management, purposes, and use of the National Wildlife Refuge System for wildlife conservation and compatible public activities.
  • B. 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.
  • 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. National Wildlife Refuge System Improvement Act of 1997
    The National Wildlife Refuge System Improvement Act of 1997 is a U.S. federal law that established wildlife conservation as the primary purpose of the National Wildlife Refuge System and set comprehensive management standards for all refuges.
  • 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_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_69b1eee3e7dc8190941407d73fc56e0f completed March 11, 2026, 10:38 p.m.
NEDg Description generation batch_69b1ef69d49c81908caa41a80718896b completed March 11, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69b1f05e44e08190be8b194938b6c1c7 completed March 11, 2026, 10:44 p.m.
Created at: March 8, 2026, 3 p.m.