Triple

T663516
Position Surface form Disambiguated ID Type / Status
Subject U.S. Forest Service E12808 entity
Predicate oversees P46 FINISHED
Object National Forest System
The National Forest System is a network of federally managed public lands in the United States dedicated to conservation, recreation, and sustainable resource use.
E66818 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 System | Statement: [U.S. Forest Service, oversees, National Forest System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Forest System
Context triple: [U.S. Forest Service, oversees, National Forest System]
  • A. U.S. National Forest
    A U.S. National Forest is a federally managed public land area in the United States designated primarily for sustainable resource use, recreation, and conservation under the U.S. Forest Service.
  • B. U.S. Forest Service
    The U.S. Forest Service is a federal agency within the U.S. Department of Agriculture responsible for managing national forests and grasslands, overseeing recreation, conservation, and resource use on public lands.
  • C. Corporación Nacional Forestal
    Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
  • D. National Wilderness Preservation System
    The National Wilderness Preservation System is a U.S. network of federally protected wilderness areas managed to preserve their natural conditions and limit human impact.
  • E. National Wildlife Refuge System
    The National Wildlife Refuge System is a network of public lands and waters in the United States dedicated to the conservation, management, and restoration of fish, wildlife, and plant resources and their habitats.
  • 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 System
Triple: [U.S. Forest Service, oversees, National Forest System]
Generated description
The National Forest System is a network of federally managed public lands in the United States dedicated to conservation, recreation, and sustainable resource use.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Forest System
Target entity description: The National Forest System is a network of federally managed public lands in the United States dedicated to conservation, recreation, and sustainable resource use.
  • A. U.S. National Forest chosen
    A U.S. National Forest is a federally managed public land area in the United States designated primarily for sustainable resource use, recreation, and conservation under the U.S. Forest Service.
  • B. U.S. Forest Service
    The U.S. Forest Service is a federal agency within the U.S. Department of Agriculture responsible for managing national forests and grasslands, overseeing recreation, conservation, and resource use on public lands.
  • C. Corporación Nacional Forestal
    Corporación Nacional Forestal is the Chilean government agency responsible for managing the country’s national parks, forest resources, and conservation areas.
  • D. National Wilderness Preservation System
    The National Wilderness Preservation System is a U.S. network of federally protected wilderness areas managed to preserve their natural conditions and limit human impact.
  • E. National Wildlife Refuge System
    The National Wildlife Refuge System is a network of public lands and waters in the United States dedicated to the conservation, management, and restoration of fish, wildlife, and plant resources and their habitats.
  • 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_69a493355dec819098d4244b2fa34885 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49fd1f0ec819087003d30bbab2fa6 completed March 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a63747e47481909877b49507b67c2c completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a645cff2a481908aa0b0cfde78c929 completed March 3, 2026, 2:22 a.m.
NED2 Entity disambiguation (via description) batch_69a64656026c8190834af887720f3a0a completed March 3, 2026, 2:24 a.m.
Created at: March 1, 2026, 7:36 p.m.