Triple

T2032993
Position Surface form Disambiguated ID Type / Status
Subject National Wildlife Refuge System E44559 entity
Predicate legalBasis P125 FINISHED
Object 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.
E231268 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 Wildlife Refuge System Improvement Act of 1997 | Statement: [National Wildlife Refuge System, legalBasis, National Wildlife Refuge System Improvement Act of 1997]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Wildlife Refuge System Improvement Act of 1997
Context triple: [National Wildlife Refuge System, legalBasis, National Wildlife Refuge System Improvement Act of 1997]
  • 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. Migratory Bird Treaty Reform Act of 2004
    The Migratory Bird Treaty Reform Act of 2004 is a U.S. law that narrowed the scope of the Migratory Bird Treaty Act by clarifying that only activities directed at birds, rather than incidental impacts from otherwise lawful actions, are subject to its criminal prohibitions.
  • C. 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.
  • D. Migratory Bird Conservation Act
    The Migratory Bird Conservation Act is a U.S. law that established a program and funding mechanism to acquire and protect habitats essential for the conservation of migratory birds.
  • E. Wild Bird Conservation Act
    The Wild Bird Conservation Act is a U.S. law that restricts the importation of exotic bird species to protect wild populations and promote sustainable international trade in birds.
  • 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 Wildlife Refuge System Improvement Act of 1997
Triple: [National Wildlife Refuge System, legalBasis, National Wildlife Refuge System Improvement Act of 1997]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Wildlife Refuge System Improvement Act of 1997
Target entity description: 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.
  • 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. Migratory Bird Treaty Reform Act of 2004
    The Migratory Bird Treaty Reform Act of 2004 is a U.S. law that narrowed the scope of the Migratory Bird Treaty Act by clarifying that only activities directed at birds, rather than incidental impacts from otherwise lawful actions, are subject to its criminal prohibitions.
  • C. 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.
  • D. Migratory Bird Conservation Act
    The Migratory Bird Conservation Act is a U.S. law that established a program and funding mechanism to acquire and protect habitats essential for the conservation of migratory birds.
  • E. Wild Bird Conservation Act
    The Wild Bird Conservation Act is a U.S. law that restricts the importation of exotic bird species to protect wild populations and promote sustainable international trade in birds.
  • F. None of above. chosen

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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb93255248190bd47a54a7b3c7447 completed March 7, 2026, 5:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae270d7740819084f67c5f92a9995d completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae27b2c9d08190b1950abd8d41d3b3 completed March 9, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69ae2817ce3c81908e48170760cf98ef completed March 9, 2026, 1:53 a.m.
Created at: March 4, 2026, 7:39 p.m.