Triple

T84135
Position Surface form Disambiguated ID Type / Status
Subject Georgia State Route 41 E1692 entity
Predicate passesThrough P225 FINISHED
Object Sumter County, Georgia
Sumter County, Georgia is a predominantly rural county in west-central Georgia known for its agricultural economy and as the location of the city of Americus and nearby historical sites such as Plains, the hometown of President Jimmy Carter.
E21160 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: Sumter County, Georgia | Statement: [Georgia State Route 41, passesThrough, Sumter County, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sumter County, Georgia
Context triple: [Georgia State Route 41, passesThrough, Sumter County, Georgia]
  • A. Talbot County, Georgia
    Talbot County, Georgia is a rural county in west-central Georgia known for its small communities, forested landscapes, and agricultural character.
  • B. Richmond County, Georgia
    Richmond County, Georgia is a county in east-central Georgia that includes the city of Augusta and is known for its military presence, medical and educational institutions, and role as a regional economic hub.
  • C. Marion County, Georgia
    Marion County, Georgia is a rural county in west-central Georgia known for its small communities, agricultural landscape, and location along key state highways.
  • D. Fayette County, Georgia
    Fayette County, Georgia is a suburban county south of Atlanta known for its affluent communities, strong public schools, and the city of Peachtree City with its extensive golf cart path system.
  • E. Schley County, Georgia
    Schley County, Georgia is a small, rural county in west-central Georgia known for its agricultural landscape and close-knit communities.
  • 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: Sumter County, Georgia
Triple: [Georgia State Route 41, passesThrough, Sumter County, Georgia]
Generated description
Sumter County, Georgia is a predominantly rural county in west-central Georgia known for its agricultural economy and as the location of the city of Americus and nearby historical sites such as Plains, the hometown of President Jimmy Carter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sumter County, Georgia
Target entity description: Sumter County, Georgia is a predominantly rural county in west-central Georgia known for its agricultural economy and as the location of the city of Americus and nearby historical sites such as Plains, the hometown of President Jimmy Carter.
  • A. Talbot County, Georgia
    Talbot County, Georgia is a rural county in west-central Georgia known for its small communities, forested landscapes, and agricultural character.
  • B. Richmond County, Georgia
    Richmond County, Georgia is a county in east-central Georgia that includes the city of Augusta and is known for its military presence, medical and educational institutions, and role as a regional economic hub.
  • C. Marion County, Georgia
    Marion County, Georgia is a rural county in west-central Georgia known for its small communities, agricultural landscape, and location along key state highways.
  • D. Fayette County, Georgia
    Fayette County, Georgia is a suburban county south of Atlanta known for its affluent communities, strong public schools, and the city of Peachtree City with its extensive golf cart path system.
  • E. Schley County, Georgia
    Schley County, Georgia is a small, rural county in west-central Georgia known for its agricultural landscape and close-knit communities.
  • 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_69a24c8150408190910a693eb51c1f71 completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f4e73c081908d2da146226ef05e completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2e3bbb3508190870d3291a836923e completed Feb. 28, 2026, 12:46 p.m.
NEDg Description generation batch_69a2e41986ec819089095e6843907cd4 completed Feb. 28, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_69a2e4c29a208190afb2247950c86c59 completed Feb. 28, 2026, 12:51 p.m.
Created at: Feb. 28, 2026, 2:06 a.m.