Triple

T16797850
Position Surface form Disambiguated ID Type / Status
Subject The Fight for Conservation E408278 entity
Predicate relatedWork P37 FINISHED
Object The Use of the National Forests
"The Use of the National Forests" is an early 20th-century conservation text that explains the purposes, management principles, and public benefits of the United States’ national forests.
E1233829 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: The Use of the National Forests | Statement: [The Fight for Conservation, relatedWork, The Use of the National Forests]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Use of the National Forests
Context triple: [The Fight for Conservation, relatedWork, The Use of the National Forests]
  • A. SFI Forest Management
    SFI Forest Management is a certification standard that verifies forests are managed sustainably, balancing environmental protection, social responsibility, and economic viability.
  • B. 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.
  • C. Roadless Area Conservation Rule
    The Roadless Area Conservation Rule is a U.S. federal policy that protects millions of acres of national forest land from road construction and most forms of development to preserve their ecological and recreational values.
  • D. 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.
  • E. The Livable Forest
    The Livable Forest is a master-planned, heavily wooded residential community in northeast Houston known for its greenbelts, parks, and family-friendly suburban atmosphere.
  • 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: The Use of the National Forests
Triple: [The Fight for Conservation, relatedWork, The Use of the National Forests]
Generated description
"The Use of the National Forests" is an early 20th-century conservation text that explains the purposes, management principles, and public benefits of the United States’ national forests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Use of the National Forests
Target entity description: "The Use of the National Forests" is an early 20th-century conservation text that explains the purposes, management principles, and public benefits of the United States’ national forests.
  • A. SFI Forest Management
    SFI Forest Management is a certification standard that verifies forests are managed sustainably, balancing environmental protection, social responsibility, and economic viability.
  • B. 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.
  • C. Roadless Area Conservation Rule
    The Roadless Area Conservation Rule is a U.S. federal policy that protects millions of acres of national forest land from road construction and most forms of development to preserve their ecological and recreational values.
  • D. 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.
  • E. The Livable Forest
    The Livable Forest is a master-planned, heavily wooded residential community in northeast Houston known for its greenbelts, parks, and family-friendly suburban atmosphere.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2ab08e8819097072a23c4a62392 completed April 18, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab1299ac81908e9f1eebc3424bb9 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00ac2ab65c819091d22cf52f16ef94 completed May 10, 2026, 4:02 p.m.
NED2 Entity disambiguation (via description) batch_6a00ac9a854881909624d52db76fbb57 completed May 10, 2026, 4:04 p.m.
Created at: April 10, 2026, 5:22 a.m.