Triple

T1971492
Position Surface form Disambiguated ID Type / Status
Subject Dahlonega, Georgia E42810 entity
Predicate near P350 FINISHED
Object 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.
 E220227 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: Chattahoochee National Forest | Statement: [Dahlonega, Georgia, near, Chattahoochee National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chattahoochee National Forest
Context triple: [Dahlonega, Georgia, near, Chattahoochee 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. 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.
  • C. 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.
  • 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. Uwharrie National Forest
    Uwharrie National Forest is a federally managed forest in central North Carolina known for its rolling Uwharrie Mountains, extensive hiking and off-road trails, 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: Chattahoochee National Forest
Triple: [Dahlonega, Georgia, near, Chattahoochee National Forest]
Generated description
Chattahoochee National Forest is a large protected forest in northern Georgia known for its Appalachian Mountain scenery, hiking trails, waterfalls, and diverse wildlife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chattahoochee National Forest
Target entity description: Chattahoochee National Forest is a large protected forest in northern Georgia known for its Appalachian Mountain scenery, hiking trails, waterfalls, and diverse wildlife.
  • 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. 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.
  • C. 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.
  • 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. Uwharrie National Forest
    Uwharrie National Forest is a federally managed forest in central North Carolina known for its rolling Uwharrie Mountains, extensive hiking and off-road trails, 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_69a8871289048190b00b0d7744b7b2b1 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3d2836c8190a35cb6d8e2dd4bdf completed March 7, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbdb5d7c8190ab3e7c368041c641 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfcae8a348190aa5688d0d183c323 completed March 8, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69adfd713c4081908a2fae2fada76dae completed March 8, 2026, 10:51 p.m.
Created at: March 4, 2026, 7:36 p.m.