Triple

T8958009
Position Surface form Disambiguated ID Type / Status
Subject Oconee River E213524 entity
Predicate hasProtectedArea P855 FINISHED
Object Oconee National Forest
Oconee National Forest is a federally managed forest in central Georgia known for its woodlands, wildlife habitat, and recreational opportunities such as hiking, camping, and fishing.
 E769697 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: Oconee National Forest | Statement: [Oconee River, hasProtectedArea, Oconee National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oconee National Forest
Context triple: [Oconee River, hasProtectedArea, Oconee National Forest]
  • A. Conecuh National Forest
    Conecuh National Forest is a federally managed forest in southern Alabama known for its longleaf pine ecosystems, wetlands, and diverse wildlife habitat.
  • B. Chattahoochee National Forest
    Chattahoochee National Forest is a large protected forest in northern Georgia known for its Appalachian Mountain scenery, hiking trails, waterfalls, and diverse wildlife.
  • C. 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.
  • D. Talladega National Forest
    Talladega National Forest is a federally protected forest in eastern Alabama known for its rugged Appalachian terrain, diverse wildlife, and extensive hiking and recreation opportunities.
  • E. 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.
  • 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: Oconee National Forest
Triple: [Oconee River, hasProtectedArea, Oconee National Forest]
Generated description
Oconee National Forest is a federally managed forest in central Georgia known for its woodlands, wildlife habitat, and recreational opportunities such as hiking, camping, and fishing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oconee National Forest
Target entity description: Oconee National Forest is a federally managed forest in central Georgia known for its woodlands, wildlife habitat, and recreational opportunities such as hiking, camping, and fishing.
  • A. Conecuh National Forest
    Conecuh National Forest is a federally managed forest in southern Alabama known for its longleaf pine ecosystems, wetlands, and diverse wildlife habitat.
  • B. Chattahoochee National Forest
    Chattahoochee National Forest is a large protected forest in northern Georgia known for its Appalachian Mountain scenery, hiking trails, waterfalls, and diverse wildlife.
  • C. 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.
  • D. Talladega National Forest
    Talladega National Forest is a federally protected forest in eastern Alabama known for its rugged Appalachian terrain, diverse wildlife, and extensive hiking and recreation opportunities.
  • E. 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.
  • 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_69ca8399ad2081909f8fa41d4314c215 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6729ab7c8190a6168f0aa70a5520 completed April 1, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc9430a8c819096e0df38c107d1bd completed April 3, 2026, 2:05 p.m.
NEDg Description generation batch_69cfcaabe06481908e4a1a20dc16906e completed April 3, 2026, 2:11 p.m.
NED2 Entity disambiguation (via description) batch_69cfcb5d2be48190847967325f4c8f03 completed April 3, 2026, 2:14 p.m.
Created at: March 30, 2026, 7 p.m.