Triple

T2151013
Position Surface form Disambiguated ID Type / Status
Subject 94th United States Congress E47179 entity
Predicate passed P3127 FINISHED
Object National Forest Management Act of 1976
The National Forest Management Act of 1976 is a U.S. federal law that governs the administration and planning of national forests, emphasizing sustainable resource management, environmental protection, and public participation in decision-making.
E238740 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 Forest Management Act of 1976 | Statement: [94th United States Congress, passed, National Forest Management Act of 1976]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Forest Management Act of 1976
Context triple: [94th United States Congress, passed, National Forest Management Act of 1976]
  • A. Federal Land Policy and Management Act
    The Federal Land Policy and Management Act is a 1976 U.S. law that established the framework for managing public lands under the Bureau of Land Management, emphasizing multiple use, environmental protection, and retention of lands in federal ownership.
  • B. Wilderness Act of 1964
    The Wilderness Act of 1964 is a landmark U.S. environmental law that created the National Wilderness Preservation System to permanently protect designated federal lands in their natural, undeveloped state.
  • 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. McIntire-Stennis Cooperative Forestry Program
    The McIntire-Stennis Cooperative Forestry Program is a U.S. federal initiative that funds forestry research and graduate education at land-grant universities to support sustainable forest management and related natural resource sciences.
  • E. 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.
  • 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 Forest Management Act of 1976
Triple: [94th United States Congress, passed, National Forest Management Act of 1976]
Generated description
The National Forest Management Act of 1976 is a U.S. federal law that governs the administration and planning of national forests, emphasizing sustainable resource management, environmental protection, and public participation in decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Forest Management Act of 1976
Target entity description: The National Forest Management Act of 1976 is a U.S. federal law that governs the administration and planning of national forests, emphasizing sustainable resource management, environmental protection, and public participation in decision-making.
  • A. Federal Land Policy and Management Act
    The Federal Land Policy and Management Act is a 1976 U.S. law that established the framework for managing public lands under the Bureau of Land Management, emphasizing multiple use, environmental protection, and retention of lands in federal ownership.
  • B. Wilderness Act of 1964
    The Wilderness Act of 1964 is a landmark U.S. environmental law that created the National Wilderness Preservation System to permanently protect designated federal lands in their natural, undeveloped state.
  • 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. McIntire-Stennis Cooperative Forestry Program
    The McIntire-Stennis Cooperative Forestry Program is a U.S. federal initiative that funds forestry research and graduate education at land-grant universities to support sustainable forest management and related natural resource sciences.
  • E. 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.
  • 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe4747a0819080e2234f3ea8995f completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58dedd3c8190a876819616903392 completed March 9, 2026, 5:21 a.m.
NEDg Description generation batch_69ae59cf88688190a1d963855a643cde completed March 9, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_69ae5a3079b08190ba25a44d4041f687 completed March 9, 2026, 5:27 a.m.
Created at: March 4, 2026, 7:44 p.m.