Triple

T601066
Position Surface form Disambiguated ID Type / Status
Subject Fulton County, Georgia E11493 entity
Predicate contains P35 FINISHED
Object Chattahoochee Hills, Georgia
Chattahoochee Hills, Georgia is a small, largely rural city in the Atlanta metropolitan area known for its scenic countryside, conservation-focused development, and outdoor events such as the annual TomorrowWorld music festival (formerly held there).
 E78278 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: Chattahoochee Hills, Georgia | Statement: [Fulton County, Georgia, contains, Chattahoochee Hills, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chattahoochee Hills, Georgia
Context triple: [Fulton County, Georgia, contains, Chattahoochee Hills, Georgia]
  • A. Pine Mountain, Georgia
    Pine Mountain, Georgia is a small town in west-central Georgia known as a gateway to Callaway Gardens and the scenic Pine Mountain Range.
  • B. East Point, Georgia
    East Point, Georgia is a suburban city in the Atlanta metropolitan area known for its historic neighborhoods, proximity to Hartsfield–Jackson Atlanta International Airport, and role as a residential and commercial hub in Fulton County.
  • C. Forest Park, Georgia
    Forest Park, Georgia is a small suburban city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its diverse residential communities.
  • D. Senoia, Georgia
    Senoia, Georgia is a small historic city in Coweta County best known as a major filming location for numerous movies and TV shows, including "The Walking Dead."
  • E. Dahlonega, Georgia
    Dahlonega, Georgia is a historic North Georgia mountain town best known as the site of one of the first major U.S. gold rushes and now a popular tourist destination with a preserved 19th-century downtown.
  • 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: Chattahoochee Hills, Georgia
Triple: [Fulton County, Georgia, contains, Chattahoochee Hills, Georgia]
Generated description
Chattahoochee Hills, Georgia is a small, largely rural city in the Atlanta metropolitan area known for its scenic countryside, conservation-focused development, and outdoor events such as the annual TomorrowWorld music festival (formerly held there).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chattahoochee Hills, Georgia
Target entity description: Chattahoochee Hills, Georgia is a small, largely rural city in the Atlanta metropolitan area known for its scenic countryside, conservation-focused development, and outdoor events such as the annual TomorrowWorld music festival (formerly held there).
  • A. Pine Mountain, Georgia
    Pine Mountain, Georgia is a small town in west-central Georgia known as a gateway to Callaway Gardens and the scenic Pine Mountain Range.
  • B. East Point, Georgia
    East Point, Georgia is a suburban city in the Atlanta metropolitan area known for its historic neighborhoods, proximity to Hartsfield–Jackson Atlanta International Airport, and role as a residential and commercial hub in Fulton County.
  • C. Forest Park, Georgia
    Forest Park, Georgia is a small suburban city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its diverse residential communities.
  • D. Senoia, Georgia
    Senoia, Georgia is a small historic city in Coweta County best known as a major filming location for numerous movies and TV shows, including "The Walking Dead."
  • E. Dahlonega, Georgia
    Dahlonega, Georgia is a historic North Georgia mountain town best known as the site of one of the first major U.S. gold rushes and now a popular tourist destination with a preserved 19th-century downtown.
  • 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d7a2180819086c7e9465a2d7432 completed March 1, 2026, 8:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a566fce9808190931b7c88b5c5686f completed March 2, 2026, 10:31 a.m.
NEDg Description generation batch_69a5678d8e1881908da2b274f6bac0b9 completed March 2, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69a56808933c81909611d0aa11126ec6 completed March 2, 2026, 10:35 a.m.
Created at: March 1, 2026, 7:35 p.m.