Triple

T22825770
Position Surface form Disambiguated ID Type / Status
Subject SR 20 (Georgia) E565654 entity
Predicate serves P98 FINISHED
Object Atlanta metropolitan area suburbs NE NERFINISHED

How this triple was built (3 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: Atlanta metropolitan area suburbs | Statement: [SR 20 (Georgia), serves, Atlanta metropolitan area suburbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atlanta metropolitan area suburbs
Context triple: [SR 20 (Georgia), serves, Atlanta metropolitan area suburbs]
  • A. Northeast Atlanta suburbs
    The Northeast Atlanta suburbs are a sprawling, fast-growing residential and commercial region known for diverse communities, shopping centers, and commuter access to the city.
  • B. Atlanta metropolitan area fringe
    The Atlanta metropolitan area fringe is the outermost, less densely developed zone surrounding the core Atlanta metro region, where suburban and rural communities transition into the broader countryside.
  • C. Inner Ring Suburbs of Atlanta
    The Inner Ring Suburbs of Atlanta are the older, close-in residential communities that directly border the city of Atlanta and developed primarily in the early-to-mid 20th century.
  • D. Atlanta metropolitan area (northwestern edge)
    The northwestern edge of the Atlanta metropolitan area is a suburban-urban transition zone where Atlanta’s outer suburbs blend into the foothills and small cities of Northwest Georgia.
  • E. Southside of Atlanta metropolitan area
    The Southside of the Atlanta metropolitan area is a predominantly suburban region south of downtown Atlanta that includes communities like College Park and is known for its proximity to Hartsfield–Jackson Atlanta International Airport and major transportation corridors.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atlanta metropolitan area suburbs
Target entity description: The Atlanta metropolitan area suburbs are the outlying residential and commercial communities surrounding the city of Atlanta, characterized by rapid growth, commuter populations, and a mix of planned neighborhoods, shopping centers, and business districts.
  • A. Northeast Atlanta suburbs
    The Northeast Atlanta suburbs are a sprawling, fast-growing residential and commercial region known for diverse communities, shopping centers, and commuter access to the city.
  • B. Atlanta metropolitan area fringe
    The Atlanta metropolitan area fringe is the outermost, less densely developed zone surrounding the core Atlanta metro region, where suburban and rural communities transition into the broader countryside.
  • C. Inner Ring Suburbs of Atlanta
    The Inner Ring Suburbs of Atlanta are the older, close-in residential communities that directly border the city of Atlanta and developed primarily in the early-to-mid 20th century.
  • D. Atlanta metropolitan area (northwestern edge)
    The northwestern edge of the Atlanta metropolitan area is a suburban-urban transition zone where Atlanta’s outer suburbs blend into the foothills and small cities of Northwest Georgia.
  • E. Southside of Atlanta metropolitan area
    The Southside of the Atlanta metropolitan area is a predominantly suburban region south of downtown Atlanta that includes communities like College Park and is known for its proximity to Hartsfield–Jackson Atlanta International Airport and major transportation corridors.
  • F. None of above. chosen

Provenance (2 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_69e24585ab1c81909b2b5065d15805d5 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17dd47ea48190b32b2a7d37d95654 completed April 29, 2026, 3:41 a.m.
Created at: April 17, 2026, 3:34 p.m.