Triple

T522647
Position Surface form Disambiguated ID Type / Status
Subject Clayton County, Georgia E10851 entity
Predicate borders P224 FINISHED
Object DeKalb County, Georgia
DeKalb County, Georgia is a populous county in the Atlanta metropolitan area that includes part of the city of Atlanta and is known for its diverse communities and major institutions such as Emory University and the Centers for Disease Control and Prevention.
 E65935 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: DeKalb County, Georgia | Statement: [Clayton County, Georgia, borders, DeKalb County, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DeKalb County, Georgia
Context triple: [Clayton County, Georgia, borders, DeKalb County, Georgia]
  • A. Clayton County, Georgia
    Clayton County, Georgia is a suburban county in the Atlanta metropolitan area known for hosting part of Hartsfield–Jackson Atlanta International Airport and serving as a major residential and transportation hub.
  • B. Fulton County, Georgia
    Fulton County, Georgia is a populous county in north-central Georgia that includes most of Atlanta and serves as a major economic, cultural, and transportation hub for the state.
  • C. 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.
  • D. Henry County, Georgia
    Henry County, Georgia is a suburban county in the Atlanta metropolitan area known for its rapidly growing population and communities such as McDonough, Stockbridge, and Locust Grove.
  • E. 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.
  • 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: DeKalb County, Georgia
Triple: [Clayton County, Georgia, borders, DeKalb County, Georgia]
Generated description
DeKalb County, Georgia is a populous county in the Atlanta metropolitan area that includes part of the city of Atlanta and is known for its diverse communities and major institutions such as Emory University and the Centers for Disease Control and Prevention.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DeKalb County, Georgia
Target entity description: DeKalb County, Georgia is a populous county in the Atlanta metropolitan area that includes part of the city of Atlanta and is known for its diverse communities and major institutions such as Emory University and the Centers for Disease Control and Prevention.
  • A. Clayton County, Georgia
    Clayton County, Georgia is a suburban county in the Atlanta metropolitan area known for hosting part of Hartsfield–Jackson Atlanta International Airport and serving as a major residential and transportation hub.
  • B. Fulton County, Georgia
    Fulton County, Georgia is a populous county in north-central Georgia that includes most of Atlanta and serves as a major economic, cultural, and transportation hub for the state.
  • C. 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.
  • D. Henry County, Georgia
    Henry County, Georgia is a suburban county in the Atlanta metropolitan area known for its rapidly growing population and communities such as McDonough, Stockbridge, and Locust Grove.
  • E. 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.
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b372408190b3918fec45444674 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b5d50c688190b0093af8870f6fdf completed March 1, 2026, 9:55 p.m.
NEDg Description generation batch_69a4b6643eb481908c1acc6f6d93aa05 completed March 1, 2026, 9:57 p.m.
NED2 Entity disambiguation (via description) batch_69a4b6d923b881908d5ad572be2c2946 completed March 1, 2026, 9:59 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.