Triple

T2965781

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hapeville, Georgia	`E80158`	entity
Predicate	locatedIn	`P40`	FINISHED
Object	southern Fulton County, Georgia Southern Fulton County, Georgia is a suburban region just south of Atlanta that includes communities like Hapeville and is characterized by its proximity to Hartsfield–Jackson Atlanta International Airport and major transportation corridors.	`E80795`	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: southern Fulton County, Georgia | Statement: [Hapeville, Georgia, locatedIn, southern Fulton County, Georgia]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: southern Fulton County, Georgia
Context triple: [Hapeville, Georgia, locatedIn, southern Fulton County, Georgia]

A. South Fulton, Georgia
South Fulton, Georgia is a city in the Atlanta metropolitan area known for being one of the newest incorporated cities in the state and for encompassing a large portion of southwestern Fulton County.
B. 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.
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. Douglas County, Georgia
Douglas County, Georgia is a suburban county in the Atlanta metropolitan area known for its county seat of Douglasville and a mix of residential communities, commercial centers, and natural attractions.
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: southern Fulton County, Georgia
Triple: [Hapeville, Georgia, locatedIn, southern Fulton County, Georgia]

Generated description

Southern Fulton County, Georgia is a suburban region just south of Atlanta that includes communities like Hapeville and is characterized by its proximity to Hartsfield–Jackson Atlanta International Airport and major transportation corridors.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: southern Fulton County, Georgia
Target entity description: Southern Fulton County, Georgia is a suburban region just south of Atlanta that includes communities like Hapeville and is characterized by its proximity to Hartsfield–Jackson Atlanta International Airport and major transportation corridors.

A. South Fulton, Georgia chosen
South Fulton, Georgia is a city in the Atlanta metropolitan area known for being one of the newest incorporated cities in the state and for encompassing a large portion of southwestern Fulton County.
B. 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.
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. North Fulton County
North Fulton County is the affluent, rapidly growing northern portion of Fulton County in the Atlanta metropolitan area, encompassing suburban cities such as Milton, Alpharetta, and Roswell.
E. 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.
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_69ad8b1341848190bd19dbf46892887d`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69ad995a28e88190a4d6b9ef2c0d8e61`	completed	March 8, 2026, 3:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b108e14e288190bcca59b2d8132996`	completed	March 11, 2026, 6:17 a.m.
NEDg	Description generation	`batch_69b10e65ae8c81908f4f9ba9dd4de206`	completed	March 11, 2026, 6:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69b10ece90e88190b84dde41579bf751`	completed	March 11, 2026, 6:42 a.m.

Created at: March 8, 2026, 2:58 p.m.