Triple

T587147
Position Surface form Disambiguated ID Type / Status
Subject Columbia County, Florida E15181 entity
Predicate hasProtectedArea P855 FINISHED
Object Osceola National Forest (part)
Osceola National Forest (part) is a section of a federally managed pine flatwoods and wetland forest in northern Florida known for its wildlife habitat and outdoor recreation opportunities.
 E73421 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: Osceola National Forest (part) | Statement: [Columbia County, Florida, hasProtectedArea, Osceola National Forest (part)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Osceola National Forest (part)
Context triple: [Columbia County, Florida, hasProtectedArea, Osceola National Forest (part)]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Eldorado National Forest
    Eldorado National Forest is a large U.S. national forest in California known for its mountainous terrain, extensive conifer forests, and popular outdoor recreation opportunities such as hiking, camping, and skiing.
  • E. 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.
  • 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: Osceola National Forest (part)
Triple: [Columbia County, Florida, hasProtectedArea, Osceola National Forest (part)]
Generated description
Osceola National Forest (part) is a section of a federally managed pine flatwoods and wetland forest in northern Florida known for its wildlife habitat and outdoor recreation opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Osceola National Forest (part)
Target entity description: Osceola National Forest (part) is a section of a federally managed pine flatwoods and wetland forest in northern Florida known for its wildlife habitat and outdoor recreation opportunities.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Eldorado National Forest
    Eldorado National Forest is a large U.S. national forest in California known for its mountainous terrain, extensive conifer forests, and popular outdoor recreation opportunities such as hiking, camping, and skiing.
  • E. 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.
  • 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_69a4935783b8819082b77726ec10cc42 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49b9bf0cc8190a145ccd6fc501349 completed March 1, 2026, 8:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69a50e273f508190bbbec5da99cb8a42 completed March 2, 2026, 4:12 a.m.
NEDg Description generation batch_69a50ed652148190a84c0d2aa5307211 completed March 2, 2026, 4:15 a.m.
NED2 Entity disambiguation (via description) batch_69a50f53c16c8190bbeb7fa550ed46b1 completed March 2, 2026, 4:17 a.m.
Created at: March 1, 2026, 7:33 p.m.