Triple

T9829296
Position Surface form Disambiguated ID Type / Status
Subject National Forest Management Act of 1976 E238740 entity
Predicate amends P1121 FINISHED
Object Forest and Rangeland Renewable Resources Planning Act of 1974
The Forest and Rangeland Renewable Resources Planning Act of 1974 is a U.S. federal law that requires long-range planning and periodic assessment of the nation’s forest and rangeland resources to guide their sustainable management.
E823906 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: Forest and Rangeland Renewable Resources Planning Act of 1974 | Statement: [National Forest Management Act of 1976, amends, Forest and Rangeland Renewable Resources Planning Act of 1974]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forest and Rangeland Renewable Resources Planning Act of 1974
Context triple: [National Forest Management Act of 1976, amends, Forest and Rangeland Renewable Resources Planning Act of 1974]
  • A. 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.
  • 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. 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.
  • D. Timber Culture Act
    The Timber Culture Act was an 1873 U.S. law that granted settlers additional western land on the condition that they plant and cultivate trees, aiming to promote forestry and settlement on the Great Plains.
  • E. Forest Conservation Act, 1980
    The Forest Conservation Act, 1980 is an Indian law that regulates the diversion and use of forest land to curb deforestation and promote sustainable forest management.
  • 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: Forest and Rangeland Renewable Resources Planning Act of 1974
Triple: [National Forest Management Act of 1976, amends, Forest and Rangeland Renewable Resources Planning Act of 1974]
Generated description
The Forest and Rangeland Renewable Resources Planning Act of 1974 is a U.S. federal law that requires long-range planning and periodic assessment of the nation’s forest and rangeland resources to guide their sustainable management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forest and Rangeland Renewable Resources Planning Act of 1974
Target entity description: The Forest and Rangeland Renewable Resources Planning Act of 1974 is a U.S. federal law that requires long-range planning and periodic assessment of the nation’s forest and rangeland resources to guide their sustainable management.
  • A. 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.
  • 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. 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.
  • D. Timber Culture Act
    The Timber Culture Act was an 1873 U.S. law that granted settlers additional western land on the condition that they plant and cultivate trees, aiming to promote forestry and settlement on the Great Plains.
  • E. Forest Conservation Act, 1980
    The Forest Conservation Act, 1980 is an Indian law that regulates the diversion and use of forest land to curb deforestation and promote sustainable forest management.
  • 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_69ca84e0dd1881909800765d1e21f735 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3282a2481908913addf2b3fa58b completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1cc8ca2808190a1da0641162f12d1 completed April 5, 2026, 2:44 a.m.
NEDg Description generation batch_69d1cf8c89f481908dcc9c430d9e45a2 completed April 5, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69d1d01f546881909e65789ed2895825 completed April 5, 2026, 2:59 a.m.
Created at: March 30, 2026, 8:32 p.m.