Triple

T4730038
Position Surface form Disambiguated ID Type / Status
Subject Sumter County, Georgia E104982 entity
Predicate partOf P40 FINISHED
Object Americus, GA Micropolitan Statistical Area
The Americus, GA Micropolitan Statistical Area is a U.S. Census-designated region in southwest Georgia centered on the small city of Americus and its surrounding communities.
E135513 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: Americus, GA Micropolitan Statistical Area | Statement: [Sumter County, Georgia, partOf, Americus, GA Micropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Americus, GA Micropolitan Statistical Area
Context triple: [Sumter County, Georgia, partOf, Americus, GA Micropolitan Statistical Area]
  • A. Americus, Georgia
    Americus, Georgia is a small city in southwest Georgia known for its historic downtown, role in the Civil Rights Movement, and proximity to attractions like Habitat for Humanity’s global village and the Andersonville National Historic Site.
  • B. Columbus, GA–AL metropolitan area
    The Columbus, GA–AL metropolitan area is a bi-state urban region centered on Columbus, Georgia, and its surrounding communities in western Georgia and eastern Alabama.
  • C. Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area
    The Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area is a major urban and economic region in north-central Georgia centered on Atlanta and its surrounding suburban communities.
  • D. Columbus, Georgia
    Columbus, Georgia is a major city in western Georgia located along the Chattahoochee River, known for its military presence near Fort Moore and its revitalized riverfront and whitewater attractions.
  • E. Austell, Georgia
    Austell, Georgia is a small suburban city in the Atlanta metropolitan area known for its residential communities and proximity to regional attractions like Six Flags Over Georgia.
  • 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: Americus, GA Micropolitan Statistical Area
Triple: [Sumter County, Georgia, partOf, Americus, GA Micropolitan Statistical Area]
Generated description
The Americus, GA Micropolitan Statistical Area is a U.S. Census-designated region in southwest Georgia centered on the small city of Americus and its surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Americus, GA Micropolitan Statistical Area
Target entity description: The Americus, GA Micropolitan Statistical Area is a U.S. Census-designated region in southwest Georgia centered on the small city of Americus and its surrounding communities.
  • A. Americus, Georgia chosen
    Americus, Georgia is a small city in southwest Georgia known for its historic downtown, role in the Civil Rights Movement, and proximity to attractions like Habitat for Humanity’s global village and the Andersonville National Historic Site.
  • B. Columbus, GA–AL metropolitan area
    The Columbus, GA–AL metropolitan area is a bi-state urban region centered on Columbus, Georgia, and its surrounding communities in western Georgia and eastern Alabama.
  • C. Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area
    The Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area is a major urban and economic region in north-central Georgia centered on Atlanta and its surrounding suburban communities.
  • D. Columbus, Georgia
    Columbus, Georgia is a major city in western Georgia located along the Chattahoochee River, known for its military presence near Fort Moore and its revitalized riverfront and whitewater attractions.
  • E. Austell, Georgia
    Austell, Georgia is a small suburban city in the Atlanta metropolitan area known for its residential communities and proximity to regional attractions like Six Flags Over Georgia.
  • F. None of above.

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_69bd43ee52048190b81a4f066534ffb3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd646135c881909030c21a163cc619 completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10a4bc0481908935278afb13503d completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be13d99f9881908dd19dd40ac87a6d completed March 21, 2026, 3:43 a.m.
NED2 Entity disambiguation (via description) batch_69be143ea2108190941294255bc4679c completed March 21, 2026, 3:45 a.m.
Created at: March 20, 2026, 1:19 p.m.