Triple

T7493879
Position Surface form Disambiguated ID Type / Status
Subject Florida National Scenic Trail E177074 entity
Predicate passesThrough P225 FINISHED
Object Ocala National Forest
Ocala National Forest is a large protected woodland area in central Florida known for its pine forests, clear springs, and extensive recreational opportunities such as hiking, camping, and wildlife viewing.
 E667843 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: Ocala National Forest | Statement: [Florida National Scenic Trail, passesThrough, Ocala National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ocala National Forest
Context triple: [Florida National Scenic Trail, passesThrough, Ocala National Forest]
  • A. Sumter National Forest
    Sumter National Forest is a large U.S. national forest in South Carolina known for its diverse hardwood and pine forests, abundant wildlife, and extensive opportunities for hiking, hunting, and other outdoor recreation.
  • B. 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.
  • C. Osceola National Forest
    Osceola National Forest is a protected expanse of pine flatwoods, swamps, and wetlands in northern Florida known for its wildlife, recreation opportunities, and scenic natural landscapes.
  • D. Big Cypress National Preserve
    Big Cypress National Preserve is a vast protected wetland area in southern Florida known for its cypress swamps, rich biodiversity, and role in sustaining the greater Everglades ecosystem.
  • E. Tuskegee National Forest
    Tuskegee National Forest is a small U.S. national forest in eastern Alabama known for its pine woodlands, wildlife habitat, and recreational opportunities such as hiking, hunting, and fishing.
  • 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: Ocala National Forest
Triple: [Florida National Scenic Trail, passesThrough, Ocala National Forest]
Generated description
Ocala National Forest is a large protected woodland area in central Florida known for its pine forests, clear springs, and extensive recreational opportunities such as hiking, camping, and wildlife viewing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ocala National Forest
Target entity description: Ocala National Forest is a large protected woodland area in central Florida known for its pine forests, clear springs, and extensive recreational opportunities such as hiking, camping, and wildlife viewing.
  • A. Sumter National Forest
    Sumter National Forest is a large U.S. national forest in South Carolina known for its diverse hardwood and pine forests, abundant wildlife, and extensive opportunities for hiking, hunting, and other outdoor recreation.
  • B. 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.
  • C. Osceola National Forest
    Osceola National Forest is a protected expanse of pine flatwoods, swamps, and wetlands in northern Florida known for its wildlife, recreation opportunities, and scenic natural landscapes.
  • D. Big Cypress National Preserve
    Big Cypress National Preserve is a vast protected wetland area in southern Florida known for its cypress swamps, rich biodiversity, and role in sustaining the greater Everglades ecosystem.
  • E. Tuskegee National Forest
    Tuskegee National Forest is a small U.S. national forest in eastern Alabama known for its pine woodlands, wildlife habitat, and recreational opportunities such as hiking, hunting, and fishing.
  • 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_69c69f2583808190bd1a4936c42a5815 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f579cb2c8190a4e7d8b0bdec5cf8 completed March 27, 2026, 9:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c7c60b8819090f2c4b16332c557 completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83e50fac08190bdcceef0c5f55244 completed March 28, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69c83ebff75c81908313e6df6f76d3f0 completed March 28, 2026, 8:49 p.m.
Created at: March 27, 2026, 3:43 p.m.