Triple

T13715321
Position Surface form Disambiguated ID Type / Status
Subject Toccoa Airport – R.G. Letourneau Field E328881 entity
Predicate serves P98 FINISHED
Object Stephens County, Georgia region
Stephens County, Georgia region is a northeastern Georgia area centered around the city of Toccoa, known for its small-town communities, local industry, and regional airport access.
 E1058180 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: Stephens County, Georgia region | Statement: [Toccoa Airport – R.G. Letourneau Field, serves, Stephens County, Georgia region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stephens County, Georgia region
Context triple: [Toccoa Airport – R.G. Letourneau Field, serves, Stephens County, Georgia region]
  • A. Bryan County, Georgia
    Bryan County, Georgia is a coastal county in southeastern Georgia that forms part of the greater Savannah region and includes rapidly growing suburban and rural communities.
  • B. Coweta County, Georgia
    Coweta County, Georgia is a suburban county in west-central Georgia, part of the Atlanta metropolitan area, known for its rapidly growing communities and historic county seat of Newnan.
  • C. Stewart County, Georgia
    Stewart County, Georgia is a rural county in the southwestern part of the state known for its historic towns, agricultural landscape, and proximity to the Chattahoochee River.
  • D. Thomas County, Georgia
    Thomas County, Georgia is a county in southern Georgia known for its seat, the historic city of Thomasville, and its location along the Florida state line.
  • E. Newton County, Georgia
    Newton County, Georgia is a county in the north-central part of the state that includes the city of Covington and forms part of the Atlanta metropolitan area.
  • 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: Stephens County, Georgia region
Triple: [Toccoa Airport – R.G. Letourneau Field, serves, Stephens County, Georgia region]
Generated description
Stephens County, Georgia region is a northeastern Georgia area centered around the city of Toccoa, known for its small-town communities, local industry, and regional airport access.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stephens County, Georgia region
Target entity description: Stephens County, Georgia region is a northeastern Georgia area centered around the city of Toccoa, known for its small-town communities, local industry, and regional airport access.
  • A. Bryan County, Georgia
    Bryan County, Georgia is a coastal county in southeastern Georgia that forms part of the greater Savannah region and includes rapidly growing suburban and rural communities.
  • B. Coweta County, Georgia
    Coweta County, Georgia is a suburban county in west-central Georgia, part of the Atlanta metropolitan area, known for its rapidly growing communities and historic county seat of Newnan.
  • C. Stewart County, Georgia
    Stewart County, Georgia is a rural county in the southwestern part of the state known for its historic towns, agricultural landscape, and proximity to the Chattahoochee River.
  • D. Thomas County, Georgia
    Thomas County, Georgia is a county in southern Georgia known for its seat, the historic city of Thomasville, and its location along the Florida state line.
  • E. Newton County, Georgia
    Newton County, Georgia is a county in the north-central part of the state that includes the city of Covington and forms part of the Atlanta metropolitan area.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dd43973cf08190a417d0cca9dd314a completed April 13, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79d5878948190a2aaab2ba31bd1ed completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e9e6ff88190b031fb1403cacabc completed May 3, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f7a2d6e7ec81908a4cbc324e793c24 completed May 3, 2026, 7:32 p.m.
Created at: April 9, 2026, 9:54 p.m.