Triple

T350245
Position Surface form Disambiguated ID Type / Status
Subject Tennessee (eastern portion) E7424 entity
Predicate hasNationalForest P11107 FINISHED
Object Cherokee National Forest
Cherokee National Forest is a large federally managed woodland area in eastern Tennessee known for its Appalachian Mountain landscapes, diverse wildlife, and extensive outdoor recreation opportunities.
E59777 NE FINISHED

How this triple was built (5 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: Cherokee National Forest | Statement: [Tennessee (eastern portion), hasNationalForest, Cherokee National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cherokee National Forest
Context triple: [Tennessee (eastern portion), hasNationalForest, Cherokee National Forest]
  • A. Apalachicola National Forest
    Apalachicola National Forest is a large protected woodland in the Florida Panhandle known for its longleaf pine ecosystems, diverse wildlife, and extensive hiking and recreation opportunities.
  • B. Great Smoky Mountains National Park
    Great Smoky Mountains National Park is a vast, biodiverse preserve in the Appalachian Mountains renowned for its mist-covered peaks, rich wildlife, and status as one of the most visited national parks in the United States.
  • C. Stanislaus National Forest
    Stanislaus National Forest is a large, federally managed forest in California known for its rugged Sierra Nevada landscapes, extensive recreation opportunities, and diverse wildlife habitats.
  • D. Ha-De-Ron-Dah Wilderness Area
    Ha-De-Ron-Dah Wilderness Area is a remote, forested wilderness preserve in New York’s Adirondack Park known for its rugged terrain, wetlands, and backcountry recreation opportunities.
  • E. Santa Fe National Forest
    Santa Fe National Forest is a large protected area in northern New Mexico known for its diverse mountain landscapes, forests, and extensive recreational opportunities such as hiking, camping, and skiing.
  • 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: Cherokee National Forest
Triple: [Tennessee (eastern portion), hasNationalForest, Cherokee National Forest]
Generated description
Cherokee National Forest is a large federally managed woodland area in eastern Tennessee known for its Appalachian Mountain landscapes, diverse wildlife, and extensive outdoor recreation opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cherokee National Forest
Target entity description: Cherokee National Forest is a large federally managed woodland area in eastern Tennessee known for its Appalachian Mountain landscapes, diverse wildlife, and extensive outdoor recreation opportunities.
  • A. Apalachicola National Forest
    Apalachicola National Forest is a large protected woodland in the Florida Panhandle known for its longleaf pine ecosystems, diverse wildlife, and extensive hiking and recreation opportunities.
  • B. Great Smoky Mountains National Park
    Great Smoky Mountains National Park is a vast, biodiverse preserve in the Appalachian Mountains renowned for its mist-covered peaks, rich wildlife, and status as one of the most visited national parks in the United States.
  • C. Stanislaus National Forest
    Stanislaus National Forest is a large, federally managed forest in California known for its rugged Sierra Nevada landscapes, extensive recreation opportunities, and diverse wildlife habitats.
  • D. Ha-De-Ron-Dah Wilderness Area
    Ha-De-Ron-Dah Wilderness Area is a remote, forested wilderness preserve in New York’s Adirondack Park known for its rugged terrain, wetlands, and backcountry recreation opportunities.
  • E. Santa Fe National Forest
    Santa Fe National Forest is a large protected area in northern New Mexico known for its diverse mountain landscapes, forests, and extensive recreational opportunities such as hiking, camping, and skiing.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNationalForest
Context triple: [Tennessee (eastern portion), hasNationalForest, Cherokee National Forest]
  • A. hasMajorForest
    Indicates that an entity possesses or contains a large, significant forested area.
  • B. nationalPark
    Indicates that a location is designated and managed as a national park by a governing authority.
  • C. hasNationalSeashore
    Indicates that a place or region is designated and managed as a national seashore.
  • D. withinNationalPark
    Indicates that one entity is located inside the geographic boundaries of a national park designated by another entity.
  • E. hasNotableNationalPark
    Indicates that a place or region contains or is associated with a nationally recognized park of particular significance.
  • F. None of above. chosen

Provenance (7 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eb1f028c819098fa6480b4ca5cf0 completed Feb. 28, 2026, 1:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69a467f9e87481909e59ee41f558689c completed March 1, 2026, 4:23 p.m.
NEDg Description generation batch_69a46a2e93f4819081b5e2e9f1beca71 completed March 1, 2026, 4:32 p.m.
NED2 Entity disambiguation (via description) batch_69a46a8c557881908458fe67f319e90a completed March 1, 2026, 4:34 p.m.
PD Predicate disambiguation batch_69a2e955d1f88190bd687c46fa7c5469 completed Feb. 28, 2026, 1:10 p.m.
PDg Predicate description generation batch_69a2ea60e590819081779a6510918d9b completed Feb. 28, 2026, 1:15 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.